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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=UVAq3uJ0gc
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Zhuanghua Liu",
"Luo Luo",
"Bryan Kian Hsiang Low"
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Gradient-Free Methods for Nonconvex Nonsmooth Stochastic Compositional Optimization
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=UN7nXLeh9D
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
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"Dorian Baudry",
"Hugo Richard",
"Vianney Perchet",
"Cheng Wan"
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Improved learning rates in multi-unit uniform price auctions
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=UJ9k3j93MD
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Zhoutong Wu",
"Yimu Zhang",
"Cong Fang",
"Zhouchen Lin"
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Separation and Bias of Deep Equilibrium Models on Expressivity and Learning Dynamics
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=UIOjGTKHQG
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"yikun jiang",
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"Lei Xie",
"Hanbin Zhao",
"Chao Zhang",
"Hui Qian",
"John C.S. Lui"
] |
D-LLM: A Token Adaptive Computing Resource Allocation Strategy for Large Language Models
| null |
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https://openreview.net/forum?id=UHDCbIrCFL
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
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"Weijia Mao",
"Zhongcong Xu",
"Jussi Keppo",
"Mike Zheng Shou"
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Exocentric-to-Egocentric Video Generation
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=UGlDVc0GTU
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
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"Youngseok Lee",
"Jooyoung Kim",
"Honguk Woo"
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LLM-based Skill Diffusion for Zero-shot Policy Adaptation
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=UE6CeRMnq3
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
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[
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"Yu Sun",
"Xiaojie Yuan",
"Xinyang Chen"
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Frequency-aware Generative Models for Multivariate Time Series Imputation
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=UDi51I8K1p
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
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[
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"Guy Revach",
"Matthew Mender",
"Joseph T Costello",
"Hisham Temmar",
"Aren Hite",
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"Xiaoyong Ni",
"Madison M. Kelberman",
"Matt Willsey",
"Ruud Van Sloun",
"Nir Shlezinger",
"Parag Ganapati Patil",
"Anne Draelos",
"Cynthia Chestek"
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Exploring the trade-off between deep-learning and explainable models for brain-machine interfaces
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=U6oQEzSp8z
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Hugo Malard",
"Michel Olvera",
"Stéphane Lathuilière",
"Slim Essid"
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An eye for an ear: zero-shot audio description leveraging an image captioner with audio-visual token distribution matching
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=TusuJSbRxm
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Volodymyr Tkachuk",
"Gellért Weisz",
"Csaba Szepesvari"
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Trajectory Data Suffices for Statistically Efficient Learning in Offline RL with Linear q^π-Realizability and Concentrability
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=TuspoNzIdB
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Axel Levy",
"Rishwanth Raghu",
"David Shustin",
"Adele Rui-Yang Peng",
"Huan Li",
"Oliver Biggs Clarke",
"Gordon Wetzstein",
"Ellen D Zhong"
] |
Mixture of neural fields for heterogeneous reconstruction in cryo-EM
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=TuCQdBo4NC
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Mengting Xu",
"De Ma",
"Huajin Tang",
"Qian Zheng",
"Gang Pan"
] |
FEEL-SNN: Robust Spiking Neural Networks with Frequency Encoding and Evolutionary Leak Factor
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=Tnl2K6Iz9j
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Rui Ai",
"David Simchi-Levi",
"Feng Zhu"
] |
Dynamic Service Fee Pricing under Strategic Behavior: Actions as Instruments and Phase Transition
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=Te8vI2wGTh
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jingen Qu",
"Yufei Chen",
"Xiaodong Yue",
"Wei Fu",
"Qiguang Huang"
] |
Hyper-opinion Evidential Deep Learning for Out-of-Distribution Detection
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=Tcft2V63Vd
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yiting Chen",
"Jiazi Bu",
"Junchi Yan"
] |
Unveiling The Matthew Effect Across Channels: Assessing Layer Width Sufficiency via Weight Norm Variance
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=TZ5k9IYBBf
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
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[
"Ameya Prabhu",
"Shiven Sinha",
"Ponnurangam Kumaraguru",
"Philip Torr",
"Ozan Sener",
"Puneet K. Dokania"
] |
Random Representations Outperform Online Continually Learned Representations
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=TUwWBLjFk9
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oral
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yu Xiang",
"Jie Qiao",
"Zefeng Liang",
"Zihuai Zeng",
"Ruichu Cai",
"Zhifeng Hao"
] |
On the Identifiability of Poisson Branching Structural Causal Model Using Probability Generating Function
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=TSaieShX3j
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Aditya Varre",
"Margarita Sagitova",
"Nicolas Flammarion"
] |
SGD vs GD: Rank Deficiency in Linear Networks
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=TPtXnpRvur
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
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https://github.com/cswry/osediff
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[
"Rongyuan Wu",
"Lingchen Sun",
"Zhiyuan Ma",
"Lei Zhang"
] |
One-Step Effective Diffusion Network for Real-World Image Super-Resolution
| 210 |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=TNEmAgwoXR
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Tian Tian",
"Lin Yang",
"Csaba Szepesvari"
] |
Confident Natural Policy Gradient for Local Planning in q_π-realizable Constrained MDPs
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=TMlGQw7EbC
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Chang Deng",
"Kevin Bello",
"Pradeep Kumar Ravikumar",
"Bryon Aragam"
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Markov Equivalence and Consistency in Differentiable Structure Learning
| null |
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https://openreview.net/forum?id=TFAG9UznPv
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
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"David Dobre",
"Arthur Kosmala",
"Bjoern Eskofier",
"Gauthier Gidel",
"Leo Schwinn"
] |
On the Scalability of Certified Adversarial Robustness with Generated Data
| null |
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https://openreview.net/forum?id=TBVLQjdFcA
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oral
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
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[
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"Congyan Lang",
"Ziyi Chen",
"Tao Wang",
"Yidong Li",
"Jun Liu"
] |
Generated and Pseudo Content guided Prototype Refinement for Few-shot Point Cloud Segmentation
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=TALJtWX7w4
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Teodora Popordanoska",
"Gorjan Radevski",
"Tinne Tuytelaars",
"Matthew B. Blaschko"
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LaSCal: Label-Shift Calibration without target labels
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=T9PfJViMiJ
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Hao Xu",
"Jia Pan"
] |
HHD-GP: Incorporating Helmholtz-Hodge Decomposition into Gaussian Processes for Learning Dynamical Systems
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=T5UfIfmDbq
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oral
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
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[
"Shukuan Wang",
"Ke Xue",
"Lei Song",
"Xiaobin Huang",
"Chao Qian"
] |
Monte Carlo Tree Search based Space Transfer for Black Box Optimization
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=T5Cerv7PT2
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Adriana Hugessen",
"Harley Wiltzer",
"Glen Berseth"
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Simplifying Constraint Inference with Inverse Reinforcement Learning
| null |
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https://openreview.net/forum?id=T0e4Nw09XX
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Steve Hanneke",
"Amin Karbasi",
"Shay Moran",
"Grigoris Velegkas"
] |
Universal Rates for Active Learning
| null |
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https://openreview.net/forum?id=SrQua0ATRZ
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jiamian Wang",
"Pichao WANG",
"Dongfang Liu",
"Qiang Guan",
"Sohail Dianat",
"MAJID RABBANI",
"Raghuveer Rao",
"ZHIQIANG TAO"
] |
Diffusion-Inspired Truncated Sampler for Text-Video Retrieval
| null |
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https://openreview.net/forum?id=SrFbgIjb53
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
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[
"Yanrui Du",
"Sendong Zhao",
"Danyang Zhao",
"Ming Ma",
"Yuhan Chen",
"Liangyu Huo",
"Qing Yang",
"Dongliang Xu",
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] |
MoGU: A Framework for Enhancing Safety of LLMs While Preserving Their Usability
| null |
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https://openreview.net/forum?id=SpcEwP6EYt
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yufei Guo",
"Weihang Peng",
"Xiaode Liu",
"Yuanpei Chen",
"Yuhan Zhang",
"Xin Tong",
"Zhou Jie",
"Zhe Ma"
] |
EnOF-SNN: Training Accurate Spiking Neural Networks via Enhancing the Output Feature
| null |
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https://openreview.net/forum?id=Skv26JteFz
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Maryam Aliakbarpour",
"Mark Bun",
"Adam Smith"
] |
Optimal Hypothesis Selection in (Almost) Linear Time
| null |
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https://openreview.net/forum?id=Sj8G020ADl
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| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
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"Lijun Ding",
"Yang Zheng"
] |
Inexact Augmented Lagrangian Methods for Conic Optimization: Quadratic Growth and Linear Convergence
| null |
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https://openreview.net/forum?id=Shwtw8uV8l
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| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Qiming Hu",
"Hainuo Wang",
"Xiaojie Guo"
] |
Single Image Reflection Separation via Dual-Stream Interactive Transformers
| null |
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https://openreview.net/forum?id=SgODU2mx9T
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NaT
| null |
[
"Zhan Zhuang",
"Yulong Zhang",
"Xuehao Wang",
"Jiangang Lu",
"Ying Wei",
"Yu Zhang"
] |
Time-Varying LoRA: Towards Effective Cross-Domain Fine-Tuning of Diffusion Models
| null |
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https://openreview.net/forum?id=SdLOs1FR4h
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NaT
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[
"Aditya Bommakanti",
"Harshith Reddy Vonteri",
"Konstantinos Skitsas",
"Sayan Ranu",
"Davide Mottin",
"Panagiotis Karras"
] |
FUGAL: Feature-fortified Unrestricted Graph Alignment
| null |
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https://openreview.net/forum?id=SXy1nVGyO7
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NaT
| null |
[
"Yubo Ye",
"Maryam Toloubidokhti",
"Sumeet Vadhavkar",
"Xiajun Jiang",
"Huafeng Liu",
"Linwei Wang"
] |
On the Identifiability of Hybrid Deep Generative Models: Meta-Learning as a Solution
| null |
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https://openreview.net/forum?id=SNmuKbU0am
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ying Cheng",
"Yang Li",
"Junjie He",
"Rui Feng"
] |
Mixtures of Experts for Audio-Visual Learning
| null |
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https://openreview.net/forum?id=SKhR5CuiqQ
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
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[
"Yash Savani",
"Marc Anton Finzi",
"J Zico Kolter"
] |
Diffusing Differentiable Representations
| null |
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https://openreview.net/forum?id=SKY1ScUTwA
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NeurIPS2024
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NaT
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https://github.com/mayabechlerspeicher/Graph-Neural-Additive-Networks---GNAN
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[
"Maya Bechler-Speicher",
"Amir Globerson",
"Ran Gilad-Bachrach"
] |
The Intelligible and Effective Graph Neural Additive Network
| 4 |
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https://openreview.net/forum?id=SFCZdXDyNs
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NaT
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[
"Bargav Jayaraman",
"Chuan Guo",
"Kamalika Chaudhuri"
] |
Déjà Vu Memorization in Vision–Language Models
| null |
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https://openreview.net/forum?id=S8SEjerTTg
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NaT
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[
"Shuaifeng Li",
"Mao Ye",
"Lihua Zhou",
"Nianxin Li",
"Siying Xiao",
"Song Tang",
"Xiatian Zhu"
] |
Cloud Object Detector Adaptation by Integrating Different Source Knowledge
| null |
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https://openreview.net/forum?id=S5coB5kqSD
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NaT
| null |
[
"JI Yuzhe",
"Yijie CHEN",
"Liuqing Yang",
"Rui Ding",
"Meng Yang",
"Xinhu Zheng"
] |
VeXKD: The Versatile Integration of Cross-Modal Fusion and Knowledge Distillation for 3D Perception
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https://openreview.net/forum?id=S4ZqnMywcM
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NaT
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[
"Bin Fan",
"Jiaoyang Yin",
"Yuchao Dai",
"Chao Xu",
"Tiejun Huang",
"Boxin Shi"
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Spatio-Temporal Interactive Learning for Efficient Image Reconstruction of Spiking Cameras
| null |
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https://openreview.net/forum?id=RxQoIekEa2
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NaT
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[
"Anna Korba",
"Francis Bach",
"Clémentine Chazal"
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Statistical and Geometrical properties of the Kernel Kullback-Leibler divergence
| null |
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https://openreview.net/forum?id=RqvesBxqDo
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NaT
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[
"Huaijin Wu",
"Xinyu Ye",
"Junchi Yan"
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QVAE-Mole: The Quantum VAE with Spherical Latent Variable Learning for 3-D Molecule Generation
| null |
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https://openreview.net/forum?id=RnxJc4vTVi
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NaT
| null |
[
"Zixuan Chen",
"Ze Ji",
"Jing Huo",
"Yang Gao"
] |
SCaR: Refining Skill Chaining for Long-Horizon Robotic Manipulation via Dual Regularization
| null |
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NaT
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[
"Elias Stengel-Eskin",
"Peter Hase",
"Mohit Bansal"
] |
LACIE: Listener-Aware Finetuning for Calibration in Large Language Models
| null |
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NaT
| null |
[
"Xuanhao Liu",
"Yan-Kai Liu",
"Yansen Wang",
"Kan Ren",
"Hanwen Shi",
"Zilong Wang",
"Dongsheng Li",
"Bao-liang Lu",
"Wei-Long Zheng"
] |
EEG2Video: Towards Decoding Dynamic Visual Perception from EEG Signals
| null |
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https://openreview.net/forum?id=RbU10yvkk6
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NaT
| null |
[
"Lei Zhu",
"Fangyun Wei",
"Yanye Lu",
"Dong Chen"
] |
Scaling the Codebook Size of VQ-GAN to 100,000 with a Utilization Rate of 99
| null |
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https://openreview.net/forum?id=RaNct2xkyI
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NeurIPS2024
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NaT
| null |
[
"Xi Yang",
"Huanling Liu",
"De Cheng",
"Nannan Wang",
"Xinbo Gao"
] |
Feature-Level Adversarial Attacks and Ranking Disruption for Visible-Infrared Person Re-identification
| null |
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https://openreview.net/forum?id=RVZfra6sZo
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NeurIPS2024
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NaT
| null |
[
"Tao Dai",
"Beiliang Wu",
"Peiyuan Liu",
"Naiqi Li",
"Xue Yuerong",
"Shu-Tao Xia",
"Zexuan Zhu"
] |
DDN: Dual-domain Dynamic Normalization for Non-stationary Time Series Forecasting
| null |
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https://openreview.net/forum?id=RSiGFzQapl
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NeurIPS2024
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NaT
| null |
[
"Dongchen Han",
"Yifan Pu",
"Zhuofan Xia",
"Yizeng Han",
"Xuran Pan",
"Xiu Li",
"Jiwen Lu",
"Shiji Song",
"Gao Huang"
] |
Bridging the Divide: Reconsidering Softmax and Linear Attention
| null |
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https://openreview.net/forum?id=RRRyQMn6dv
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NeurIPS2024
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NaT
| null |
[
"Lujian Yao",
"Haitao Zhao",
"Zhongze Wang",
"Kaijie Zhao",
"Jingchao Peng"
] |
CoSW: Conditional Sample Weighting for Smoke Segmentation with Label Noise
| null |
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https://openreview.net/forum?id=RQQGbBqvbL
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"BIN HAN",
"Yi-Xuan Sun",
"Ya-Lin Zhang",
"Libang Zhang",
"Haoran Hu",
"Longfei Li",
"JUN ZHOU",
"Guo Ye",
"HUIMEI HE"
] |
Collaborative Refining for Learning from Inaccurate Labels
| null |
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https://openreview.net/forum?id=RJG8ar4wHA
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Kuo Yang",
"Zhengyang Zhou",
"Qihe Huang",
"Limin Li",
"Yuxuan Liang",
"Yang Wang"
] |
Improving Generalization of Dynamic Graph Learning via Environment Prompt
| null |
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https://openreview.net/forum?id=RJEC9fZ9Ma
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poster
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NeurIPS2024
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NaT
| null |
[
"Hongren Yan",
"Yuhua Qian",
"Furong Peng",
"Jiachen Luo",
"zheqing zhu",
"Feijiang Li"
] |
Neural Collapse To Multiple Centers For Imbalanced Data
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=REIK4SZMJt
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oral
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Spencer Rooke",
"Zhaoze Wang",
"Ronald W Di Tullio",
"Vijay Balasubramanian"
] |
Trading Place for Space: Increasing Location Resolution Reduces Contextual Capacity in Hippocampal Codes
| null |
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https://openreview.net/forum?id=RE5LSV8QYH
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Oliver Ethan Richardson",
"Spencer J Peters",
"Joseph Halpern"
] |
Qualitative Mechanism Independence
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=RCO9fRP8AJ
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
|
https://github.com/yangtiming/imov3d
|
[
"Timing Yang",
"Yuanliang Ju",
"Li Yi"
] |
ImOV3D: Learning Open Vocabulary Point Clouds 3D Object Detection from Only 2D Images
| 43 |
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https://openreview.net/forum?id=RB1F2h5YEx
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NaT
| null |
[
"Wesley Chung",
"Lynn Cherif",
"Doina Precup",
"David Meger"
] |
Parseval Regularization for Continual Reinforcement Learning
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=RA6rzOJ2zI
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Nasib Ullah",
"Erik Schultheis",
"Mike Lasby",
"Yani Ioannou",
"Rohit Babbar"
] |
Navigating Extremes: Dynamic Sparsity in Large Output Spaces
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=R8SolCx62K
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oral
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NeurIPS2024
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NaT
| null |
[
"Dongxiao He",
"Lianze Shan",
"Jitao Zhao",
"Hengrui Zhang",
"Zhen Wang",
"Weixiong Zhang"
] |
Exploitation of a Latent Mechanism in Graph Contrastive Learning: Representation Scattering
| null |
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https://openreview.net/forum?id=R6N9AGyz13
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NeurIPS2024
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NaT
| null |
[
"ZiRui Wang",
"Yue DENG",
"Junfeng Long",
"Yin Zhang"
] |
Parallelizing Model-based Reinforcement Learning Over the Sequence Length
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=R4IBZrSF5d
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Xingyu Cui",
"Huanjing Yue",
"Song Li",
"Xiangjun Yin",
"Yusen Hou",
"Yun Meng",
"Kai Zou",
"Xiaolong Hu",
"Jingyu Yang"
] |
Virtual Scanning: Unsupervised Non-line-of-sight Imaging from Irregularly Undersampled Transients
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=R3ruv1gF8R
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Xiyuan Li",
"Youjun Wang",
"Weiwei Liu"
] |
The Reliability of OKRidge Method in Solving Sparse Ridge Regression Problems
| null |
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https://openreview.net/forum?id=QzvWyggrYB
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poster
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NeurIPS2024
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NaT
| null |
[
"Sanyam Kapoor",
"Nate Gruver",
"Manley Roberts",
"Katherine M. Collins",
"Arka Pal",
"Umang Bhatt",
"Adrian Weller",
"Samuel Dooley",
"Micah Goldblum",
"Andrew Gordon Wilson"
] |
Large Language Models Must Be Taught to Know What They Don’t Know
| null |
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https://openreview.net/forum?id=Qz7BfmWizk
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NeurIPS2024
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NaT
| null |
[
"Junfeng Zuo",
"Ying Nian Wu",
"Si Wu",
"Wenhao Zhang"
] |
The motion planning neural circuit in goal-directed navigation as Lie group operator search
| null |
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https://openreview.net/forum?id=QyxE3W9Yni
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poster
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NeurIPS2024
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NaT
| null |
[
"Hao WU",
"Hanwen Zhang"
] |
Faster Differentially Private Top-k Selection: A Joint Exponential Mechanism with Pruning
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=QpKWFLtZKi
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oral
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NeurIPS2024
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NaT
| null |
[
"Yiming Wang",
"Kaiyan Zhao",
"Furui Liu",
"Leong Hou U"
] |
Rethinking Exploration in Reinforcement Learning with Effective Metric-Based Exploration Bonus
| null |
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https://openreview.net/forum?id=QiCJomIW3l
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yue Li",
"Yi Sun",
"Shida Sun",
"Juntian Ye",
"Yueyi Zhang",
"Feihu Xu",
"Zhiwei Xiong"
] |
Toward Dynamic Non-Line-of-Sight Imaging with Mamba Enforced Temporal Consistency
| null |
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https://openreview.net/forum?id=QhUXU2ilIG
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yanbing Liu",
"Jianwei Qin",
"Yan Liu",
"Xi Yue",
"Xun Liu",
"Guoqing Wang",
"Tianyu Li",
"Fangwei Ye",
"Wei Li"
] |
Physics-Constrained Comprehensive Optical Neural Networks
| null |
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https://openreview.net/forum?id=QbsPz0SnyV
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NeurIPS2024
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NaT
| null |
[
"Yang Yang",
"Fengqiang Wan",
"Qing-Yuan Jiang",
"Yi Xu"
] |
Facilitating Multimodal Classification via Dynamically Learning Modality Gap
| null |
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https://openreview.net/forum?id=QbqLcwMXfF
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NeurIPS2024
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NaT
| null |
[
"Xuechen Zhang",
"Xiangyu Chang",
"Mingchen Li",
"Amit Roy-Chowdhury",
"Jiasi Chen",
"Samet Oymak"
] |
Selective Attention: Enhancing Transformer through Principled Context Control
| null |
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https://openreview.net/forum?id=QZ2d8E8Whu
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NeurIPS2024
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NaT
| null |
[
"Chengpeng Wang",
"Wuqi Zhang",
"Zian Su",
"Xiangzhe Xu",
"Xiaoheng Xie",
"Xiangyu Zhang"
] |
LLMDFA: Analyzing Dataflow in Code with Large Language Models
| null |
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https://openreview.net/forum?id=QY4SpBhQZI
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NeurIPS2024
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NaT
| null |
[
"Chi-Wei Hsiao",
"Yu-Lun Liu",
"Cheng-Kun Yang",
"Sheng-Po Kuo",
"Kevin Jou",
"Chia-Ping Chen"
] |
ReF-LDM: A Latent Diffusion Model for Reference-based Face Image Restoration
| null |
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https://openreview.net/forum?id=QVG7j29Sta
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NeurIPS2024
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NaT
| null |
[
"Abhinav Dutta",
"Sanjeev Krishnan",
"Nipun Kwatra",
"Ramachandran Ramjee"
] |
Accuracy is Not All You Need
| null |
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https://openreview.net/forum?id=QNieOPt4fg
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NeurIPS2024
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NaT
| null |
[
"Liangxin Liu",
"Xuebo Liu",
"Derek F. Wong",
"Dongfang Li",
"Ziyi Wang",
"Baotian Hu",
"Min Zhang"
] |
SelectIT: Selective Instruction Tuning for LLMs via Uncertainty-Aware Self-Reflection
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https://openreview.net/forum?id=QLRO8o4bol
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NaT
| null |
[
"Yiman Hu",
"Yixiong Zou",
"Ruixuan Li",
"Yuhua Li"
] |
Generate Universal Adversarial Perturbations for Few-Shot Learning
| null |
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https://openreview.net/forum?id=QI1ScdeQjp
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NaT
| null |
[
"Xingru Huang",
"Yihao Guo",
"Jian Huang",
"Tianyun Zhang",
"HE HONG",
"Shaowei Jiang",
"Yaoqi Sun"
] |
Upping the Game: How 2D U-Net Skip Connections Flip 3D Segmentation
| null |
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https://openreview.net/forum?id=Q74JVgKCP6
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NaT
| null |
[
"Pierre Glaser",
"Kevin Han Huang",
"Arthur Gretton"
] |
Near-Optimality of Contrastive Divergence Algorithms
| null |
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https://openreview.net/forum?id=Q4QUCN2ioc
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NaT
| null |
[
"Huilong Jin",
"Yingxue Zhang",
"Lei Shi",
"Shuang Zhang",
"Feifei Kou",
"Jiapeng Yang",
"Chuangying Zhu",
"Jia Luo"
] |
An End-To-End Graph Attention Network Hashing for Cross-Modal Retrieval
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https://openreview.net/forum?id=Pwl9n4zlf5
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NaT
| null |
[
"Minghao Chen",
"Yihang Li",
"Yanting Yang",
"Shiyu Yu",
"Binbin Lin",
"Xiaofei He"
] |
AutoManual: Generating Instruction Manuals by LLM Agents via Interactive Environmental Learning
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https://openreview.net/forum?id=Prw98p1nV0
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NaT
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[
"Mingwei Xu",
"Xiaofeng Cao",
"Ivor Tsang"
] |
Sharpness-Aware Minimization Activates the Interactive Teaching's Understanding and Optimization
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https://openreview.net/forum?id=Pox8jNQOo5
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oral
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NeurIPS2024
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NaT
| null |
[
"Youjing Yu",
"Rui Xia",
"Qingxi Ma",
"Máté Lengyel",
"Guillaume Hennequin"
] |
Second-order forward-mode optimization of recurrent neural networks for neuroscience
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https://openreview.net/forum?id=Pojt9RWIjJ
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NaT
| null |
[
"Haoran Zhang",
"Junkai Deng",
"Xuhui Chen",
"Fei Hou",
"Wencheng Wang",
"Hong Qin",
"Chen Qian",
"Ying He"
] |
From Transparent to Opaque: Rethinking Neural Implicit Surfaces with α-NeuS
| null |
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https://openreview.net/forum?id=PhLlE8UOEv
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NeurIPS2024
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NaT
| null |
[
"Joan Bruna",
"Jiequn Han"
] |
Provable Posterior Sampling with Denoising Oracles via Tilted Transport
| null |
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https://openreview.net/forum?id=Pezt0xttae
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oral
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NeurIPS2024
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NaT
| null |
[
"Yongzhe Jia",
"Xuyun Zhang",
"Hongsheng Hu",
"Kim-Kwang Raymond Choo",
"Lianyong Qi",
"Xiaolong Xu",
"Amin Beheshti",
"Wanchun Dou"
] |
DapperFL: Domain Adaptive Federated Learning with Model Fusion Pruning for Edge Devices
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https://openreview.net/forum?id=PXGY9Fz8vC
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NeurIPS2024
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NaT
| null |
[
"Trenton Chang",
"Lindsay Warrenburg",
"Sae-Hwan Park",
"Ravi B Parikh",
"Maggie Makar",
"Jenna Wiens"
] |
Who’s Gaming the System? A Causally-Motivated Approach for Detecting Strategic Adaptation
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https://openreview.net/forum?id=PWzB2V2b6R
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NeurIPS2024
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NaT
| null |
[
"Qingsong Zhao",
"Yi Wang",
"Jilan Xu",
"Yinan He",
"Zifan Song",
"Limin Wang",
"Yu Qiao",
"Cairong Zhao"
] |
Does Video-Text Pretraining Help Open-Vocabulary Online Action Detection?
| null |
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https://openreview.net/forum?id=PTxRRUEpHq
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NeurIPS2024
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NaT
| null |
[
"Guanyu Nie",
"Vaneet Aggarwal",
"Christopher John Quinn"
] |
Gradient Methods for Online DR-Submodular Maximization with Stochastic Long-Term Constraints
| null |
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https://openreview.net/forum?id=PThi9hf9UT
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NeurIPS2024
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NaT
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https://github.com/tonellolab/fdime
|
[
"Nunzio Alexandro Letizia",
"Nicola Novello",
"Andrea M Tonello"
] |
Mutual Information Estimation via f-Divergence and Data Derangements
| 0 |
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https://openreview.net/forum?id=PSubtZAitM
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yonghan Jung",
"Alexis Bellot"
] |
Efficient Policy Evaluation Across Multiple Different Experimental Datasets
| null |
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https://openreview.net/forum?id=PSMBefUZa2
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Marzi Heidari",
"Hanping Zhang",
"Yuhong Guo"
] |
Reinforcement Learning Guided Semi-Supervised Learning
| null |
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https://openreview.net/forum?id=PKcCHncbzg
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jiahaoli",
"Yang Lu",
"Yuan Xie",
"Yanyun Qu"
] |
Relationship Prompt Learning is Enough for Open-Vocabulary Semantic Segmentation
| null |
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https://openreview.net/forum?id=PCgnTiGC9K
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Kaizheng Wang",
"Fabio Cuzzolin",
"Shireen Kudukkil Manchingal",
"Keivan Shariatmadar",
"David Moens",
"Hans Hallez"
] |
Credal Deep Ensembles for Uncertainty Quantification
| null |
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https://openreview.net/forum?id=PAiGHJppam
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NeurIPS2024
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NaT
| null |
[
"Huaqing Zhang",
"Lesi Chen",
"Jing Xu",
"Jingzhao Zhang"
] |
Functionally Constrained Algorithm Solves Convex Simple Bilevel Problem
| null |
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https://openreview.net/forum?id=PAWQvrForJ
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
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https://github.com/wjfu99/MIA-LLMs
|
[
"Wenjie Fu",
"Huandong Wang",
"Chen Gao",
"Guanghua Liu",
"Yong Li",
"Tao Jiang"
] |
Membership Inference Attacks against Fine-tuned Large Language Models via Self-prompt Calibration
| 0 |
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=P5dEZeECGu
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Debidatta Dwibedi",
"Vidhi Jain",
"Jonathan Tompson",
"Andrew Zisserman",
"Yusuf Aytar"
] |
FlexCap: Describe Anything in Images in Controllable Detail
| null |
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=Oy2x0Xfx0u
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Tuan Anh Pham",
"Vikas Garg"
] |
What do Graph Neural Networks learn? Insights from Tropical Geometry
| null |
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