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NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=aDQlAz09dS
|
poster
|
Efficient Contextual LLM Cascades through Budget-Constrained Policy Learning
|
[
"Xuechen Zhang",
"Zijian Huang",
"Ege Onur Taga",
"Carlee Joe-Wong",
"Samet Oymak",
"Jiasi Chen"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=aCcHVnwNlf
|
poster
|
2402.06465
|
On Differentially Private Subspace Estimation in a Distribution-Free Setting
|
[
"Eliad Tsfadia"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=aCaspFfAhG
|
poster
|
Bandits with Ranking Feedback
|
[
"Davide Maran",
"Francesco Bacchiocchi",
"Francesco Emanuele Stradi",
"Matteo Castiglioni",
"Nicola Gatti",
"Marcello Restelli"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=aCAb1qNXI0
|
poster
|
2409.18448
|
Hierarchical Federated Learning with Multi-Timescale Gradient Correction
|
[
"Wenzhi Fang",
"Dong-Jun Han",
"Evan Chen",
"Shiqiang Wang",
"Christopher Brinton"
] |
[
"https://github.com/wenzhifang/mtgc"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=aC9mB1PqYJ
|
poster
|
2411.00213
|
Learning Mixtures of Unknown Causal Interventions
|
[
"Abhinav Kumar",
"Kirankumar Shiragur",
"Caroline Uhler"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=aBtcfcrjM3
|
poster
|
2305.19059
|
Geometry-aware training of factorized layers in tensor Tucker format
|
[
"Emanuele Zangrando",
"Steffen Schotthöfer",
"Gianluca Ceruti",
"Jonas Kusch",
"Francesco Tudisco"
] |
https://huggingface.co/papers/2305.19059
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=aBpxukZS37
|
poster
|
Diffusion PID: Interpreting Diffusion via Partial Information Decomposition
|
[
"Shaurya Rajat Dewan",
"Rushikesh Zawar",
"Prakanshul Saxena",
"Yingshan Chang",
"Andrew Luo",
"Yonatan Bisk"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=aBmiyi7iA7
|
poster
|
2410.22065
|
Hamiltonian Monte Carlo on ReLU Neural Networks is Inefficient
|
[
"Vu C. Dinh",
"Lam Si Tung Ho",
"Cuong V. Nguyen"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=aBP01akha9
|
poster
|
2312.03876
|
Scaling transformer neural networks for skillful and reliable medium-range weather forecasting
|
[
"Tung Nguyen",
"Rohan Shah",
"Hritik Bansal",
"Troy Arcomano",
"Romit Maulik",
"Veerabhadra Kotamarthi",
"Ian Foster",
"Sandeep Madireddy",
"Aditya Grover"
] |
[
"https://github.com/tung-nd/stormer"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=aBMESB1Ajx
|
poster
|
2410.14754
|
On the Sparsity of the Strong Lottery Ticket Hypothesis
|
[
"Emanuele Natale",
"Davide Ferre'",
"Giordano Giambartolomei",
"Frédéric Giroire",
"Frederik Mallmann-Trenn"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=aAaV4ZbQ9j
|
poster
|
2405.03987
|
Navigating Chemical Space with Latent Flows
|
[
"Guanghao Wei",
"Yining Huang",
"Chenru Duan",
"Yue Song",
"Yuanqi Du"
] |
[
"https://github.com/garywei944/chemflow"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=aAR0ejrYw1
|
poster
|
2405.12221
|
Images that Sound: Composing Images and Sounds on a Single Canvas
|
[
"Ziyang Chen",
"Daniel Geng",
"Andrew Owens"
] |
https://huggingface.co/papers/2405.12221
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=a75F45dBHK
|
poster
|
2402.18508
|
Orchid: Flexible and Data-Dependent Convolution for Sequence Modeling
|
[
"Mahdi Karami",
"Ali Ghodsi"
] |
https://huggingface.co/papers/2402.18508
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=a6em980M9x
|
poster
|
Amortized Fourier Neural Operators
|
[
"Zipeng Xiao",
"Siqi Kou",
"Zhongkai Hao",
"Bokai Lin",
"Zhijie Deng"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=a6HzEu4Kpo
|
poster
|
2410.07018
|
Tri-Level Navigator: LLM-Empowered Tri-Level Learning for Time Series OOD Generalization
|
[
"Chengtao Jian",
"Kai Yang",
"Yang Jiao"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=a560KLF3v5
|
poster
|
Unelicitable Backdoors via Cryptographic Transformer Circuits
|
[
"Andis Draguns",
"Andrew Gritsevskiy",
"Sumeet Ramesh Motwani",
"Christian Schroeder de Witt"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=a4qT29Levh
|
poster
|
SceneDiffuser: Efficient and Controllable Driving Simulation Initialization and Rollout
|
[
"Chiyu Max Jiang",
"Yijing Bai",
"Andre Cornman",
"Christopher Davis",
"Xiukun Huang",
"Hong Jeon",
"Sakshum Kulshrestha",
"John Wheatley Lambert",
"Shuangyu Li",
"Xuanyu Zhou",
"Carlos Fuertes",
"Chang Yuan",
"Mingxing Tan",
"Yin Zhou",
"Dragomir Anguelov"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=a4cPpx1xYg
|
poster
|
2402.04646
|
Block Sparse Bayesian Learning: A Diversified Scheme
|
[
"Yanhao Zhang",
"Zhihan Zhu",
"Yong Xia"
] |
[
"https://github.com/yanhaozhang1/divsbl"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=a4J7nDLXEM
|
poster
|
2204.10888
|
Capturing the denoising effect of PCA via compression ratio
|
[
"Chandra Sekhar Mukherjee",
"Nikhil Deorkar",
"Jiapeng Zhang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=a3cauWMXNV
|
poster
|
2406.09513
|
Fair GLASSO: Estimating Fair Graphical Models with Unbiased Statistical Behavior
|
[
"Madeline Navarro",
"Samuel Rey",
"Andrei Buciulea",
"Antonio Marques",
"Santiago Segarra"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=a2ccaXTb4I
|
poster
|
2405.10934
|
Reconstruction of Manipulated Garment with Guided Deformation Prior
|
[
"Ren Li",
"Corentin Dumery",
"Zhantao Deng",
"Pascal Fua"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=a1wf2N967T
|
poster
|
2407.18999
|
Graph-based Unsupervised Disentangled Representation Learning via Multimodal Large Language Models
|
[
"Baao Xie",
"Qiuyu Chen",
"Yunnan Wang",
"Zequn Zhang",
"Xin Jin",
"Wenjun Zeng"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=a17biETKyI
|
poster
|
Improving self-training under distribution shifts via anchored confidence with theoretical guarantees
|
[
"Taejong Joo",
"Diego Klabjan"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZzgbUDspzJ
|
poster
|
Parameterized Approximation Schemes for Fair-Range Clustering
|
[
"Zhen Zhang",
"Xiaohong Chen",
"Limei Liu",
"Jie Chen",
"Junyu Huang",
"Qilong Feng"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZyR0sRQrDd
|
poster
|
2409.09350
|
OPUS: Occupancy Prediction Using a Sparse Set
|
[
"JiaBao Wang",
"Zhaojiang Liu",
"Qiang Meng",
"Liujiang Yan",
"Ke Wang",
"JIE YANG",
"Wei Liu",
"Qibin Hou",
"Ming-Ming Cheng"
] |
[
"https://github.com/jbwang1997/OPUS"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZxtaNh5UYB
|
poster
|
Learn more, but bother less: parameter efficient continual learning
|
[
"Fuli Qiao",
"Mehrdad Mahdavi"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZxZOvVOiiL
|
poster
|
Mutli-Armed Bandits with Network Interference
|
[
"Abhineet Agarwal",
"Anish Agarwal",
"Lorenzo Masoero",
"Justin Whitehouse"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZxVrkm7Bjl
|
poster
|
2405.16039
|
MoEUT: Mixture-of-Experts Universal Transformers
|
[
"Róbert Csordás",
"Kazuki Irie",
"Jürgen Schmidhuber",
"Christopher Potts",
"Christopher D Manning"
] |
https://huggingface.co/papers/2405.16039
|
[
"https://github.com/robertcsordas/moeut"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZwiG9KjfHV
|
poster
|
2402.11295
|
OneBit: Towards Extremely Low-bit Large Language Models
|
[
"Yuzhuang Xu",
"Xu Han",
"Zonghan Yang",
"Shuo Wang",
"Qingfu Zhu",
"Zhiyuan Liu",
"Weidong Liu",
"Wanxiang Che"
] |
https://huggingface.co/papers/2402.11295
|
[
"https://github.com/xuyuzhuang11/onebit"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZwS2y21mZV
|
poster
|
2305.18475
|
Approximation Rate of the Transformer Architecture for Sequence Modeling
|
[
"Haotian Jiang",
"Qianxiao Li"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZvQ4Bn75kN
|
poster
|
2405.14864
|
Video Diffusion Models are Training-free Motion Interpreter and Controller
|
[
"Zeqi Xiao",
"Yifan Zhou",
"Shuai Yang",
"Xingang Pan"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZupoMzMNrO
|
poster
|
2406.01733
|
Learning-to-Cache: Accelerating Diffusion Transformer via Layer Caching
|
[
"Xinyin Ma",
"Gongfan Fang",
"Michael Bi Mi",
"Xinchao Wang"
] |
[
"https://github.com/horseee/learning-to-cache"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZulWEWQOp9
|
poster
|
2406.07540
|
Ctrl-X: Controlling Structure and Appearance for Text-To-Image Generation Without Guidance
|
[
"Kuan Heng Lin",
"Sicheng Mo",
"Ben Klingher",
"Fangzhou Mu",
"Bolei Zhou"
] |
https://huggingface.co/papers/2406.07540
|
[
""
] |
[
"multimodalart/ctrl-x",
"multimodalart/multimodalart-ctrl-x"
] |
[] |
[] |
NeurIPS2024
|
|
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZtTWKr51yH
|
oral
|
2406.00775
|
Constrained Adaptive Attack: Effective Adversarial Attack Against Deep Neural Networks for Tabular Data
|
[
"Thibault Simonetto",
"Salah GHAMIZI",
"Maxime Cordy"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZtDARpmbun
|
poster
|
Prospective Representation Learning for Non-Exemplar Class-Incremental Learning
|
[
"Wuxuan Shi",
"Mang Ye"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZsxZ65YqL1
|
poster
|
CriticEval: Evaluating Large-scale Language Model as Critic
|
[
"Tian Lan",
"Wenwei Zhang",
"Chen Xu",
"Heyan Huang",
"Dahua Lin",
"Kai Chen",
"Xian-Ling Mao"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZsS0megTsh
|
poster
|
SpeechForensics: Audio-Visual Speech Representation Learning for Face Forgery Detection
|
[
"Yachao Liang",
"Min Yu",
"Gang Li",
"Jianguo Jiang",
"Boquan Li",
"Feng Yu",
"Ning Zhang",
"Xiang Meng",
"Weiqing Huang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZpVTRQVX5b
|
poster
|
2405.17809
|
TransVIP: Speech to Speech Translation System with Voice and Isochrony Preservation
|
[
"Chenyang Le",
"Yao Qian",
"Dongmei Wang",
"Long Zhou",
"Shujie LIU",
"Xiaofei Wang",
"Midia Yousefi",
"Yanmin Qian",
"Jinyu Li",
"Michael Zeng"
] |
[
"https://github.com/nethermanpro/transvip"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZoarR5QmFX
|
poster
|
2406.10584
|
Concentrate Attention: Towards Domain-Generalizable Prompt Optimization for Language Models
|
[
"Chengzhengxu Li",
"Xiaoming Liu",
"Zhaohan Zhang",
"Yichen Wang",
"Chen Liu",
"Yu Lan",
"Chao Shen"
] |
[
"https://github.com/czx-li/Concentrate-Attention"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZmIAd3JaZN
|
poster
|
2410.13046
|
Truthful High Dimensional Sparse Linear Regression
|
[
"Liyang Zhu",
"Amina Manseur",
"Meng Ding",
"Jinyan Liu",
"Jinhui Xu",
"Di Wang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZlpJLQsr2v
|
poster
|
2407.08680
|
Generalizable Implicit Motion Modeling for Video Frame Interpolation
|
[
"Zujin Guo",
"Wei Li",
"Chen Change Loy"
] |
https://huggingface.co/papers/2407.08680
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZjgcYMkCmX
|
poster
|
2406.03812
|
How does Inverse RL Scale to Large State Spaces? A Provably Efficient Approach
|
[
"Filippo Lazzati",
"Mirco Mutti",
"Alberto Maria Metelli"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZizwgYErtQ
|
poster
|
Contextual Active Model Selection
|
[
"Xuefeng Liu",
"Fangfang Xia",
"Rick L. Stevens",
"Yuxin Chen"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZgtLQQR1K7
|
oral
|
2401.10166
|
VMamba: Visual State Space Model
|
[
"Yue Liu",
"Yunjie Tian",
"Yuzhong Zhao",
"Hongtian Yu",
"Lingxi Xie",
"Yaowei Wang",
"Qixiang Ye",
"Jianbin Jiao",
"Yunfan Liu"
] |
https://huggingface.co/papers/2401.10166
|
[
"https://github.com/mzeromiko/vmamba"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZgDNrpS46k
|
poster
|
Analyzing Reducing the Need for Learning Rate Warmup in GPT Training
|
[
"Atli Kosson",
"Bettina Messmer",
"Martin Jaggi"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=Zg4zs0l2iH
|
poster
|
2406.01029
|
CYCLO: Cyclic Graph Transformer Approach to Multi-Object Relationship Modeling in Aerial Videos
|
[
"Trong-Thuan Nguyen",
"Pha Nguyen",
"Xin Li",
"Jackson Cothren",
"Alper Yilmaz",
"Khoa Luu"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZfXRAqbBKX
|
poster
|
2406.18406
|
IRCAN: Mitigating Knowledge Conflicts in LLM Generation via Identifying and Reweighting Context-Aware Neurons
|
[
"Dan Shi",
"Renren Jin",
"Tianhao Shen",
"Weilong Dong",
"Xinwei Wu",
"Deyi Xiong"
] |
https://huggingface.co/papers/2406.18406
|
[
"https://github.com/danshi777/ircan"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZfRGRK5Kxl
|
poster
|
TripletCLIP: Improving Compositional Reasoning of CLIP via Synthetic Vision-Language Negatives
|
[
"Maitreya Patel",
"Naga Sai Abhiram kusumba",
"Sheng Cheng",
"Changhoon Kim",
"Tejas Gokhale",
"Chitta Baral",
"Yezhou Yang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZfBuhzE556
|
poster
|
β-DPO: Direct Preference Optimization with Dynamic β
|
[
"Junkang Wu",
"Yuexiang Xie",
"Zhengyi Yang",
"Jiancan Wu",
"Jinyang Gao",
"Bolin Ding",
"Xiang Wang",
"Xiangnan He"
] |
[
"https://github.com/junkangwu/beta-dpo"
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZeihWodDVh
|
poster
|
2405.18627
|
PureGen: Universal Data Purification for Train-Time Poison Defense via Generative Model Dynamics
|
[
"Omead Pooladzandi",
"Sunay Gajanan Bhat",
"Jeffrey Jiang",
"Alexander Branch",
"Gregory Pottie"
] |
[
"https://github.com/SunayBhat1/PureGen_PoisonDefense"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZehccYKkNH
|
poster
|
Wasserstein convergence of Cech persistence diagrams for samplings of submanifolds
|
[
"Charles Arnal",
"David Cohen-Steiner",
"Vincent Divol"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZdWTN2HOie
|
poster
|
2401.15866
|
Stochastic Amortization: A Unified Approach to Accelerate Feature and Data Attribution
|
[
"Ian Connick Covert",
"Chanwoo Kim",
"Su-In Lee",
"James Zou",
"Tatsunori Hashimoto"
] |
[
"https://github.com/iancovert/amortized-valuation"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZbjJE6Nq5k
|
poster
|
2407.01800
|
Normalization and effective learning rates in reinforcement learning
|
[
"Clare Lyle",
"Zeyu Zheng",
"Khimya Khetarpal",
"James Martens",
"Hado van Hasselt",
"Razvan Pascanu",
"Will Dabney"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=Zb2ixT19VF
|
poster
|
2405.17724
|
ClavaDDPM: Multi-relational Data Synthesis with Cluster-guided Diffusion Models
|
[
"Wei Pang",
"Masoumeh Shafieinejad",
"Lucy Liu",
"Stephanie Hazlewood",
"Xi He"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZZoW4Z3le4
|
poster
|
2407.02013
|
DiGRAF: Diffeomorphic Graph-Adaptive Activation Function
|
[
"Krishna Sri Ipsit Mantri",
"Xinzhi Wang",
"Carola-Bibiane Schönlieb",
"Bruno Ribeiro",
"Beatrice Bevilacqua",
"Moshe Eliasof"
] |
[
"https://github.com/ipsitmantri/digraf"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZZ94aLbMOK
|
oral
|
Recurrent neural network dynamical systems for biological vision
|
[
"Wayne WM Soo",
"Aldo Battista",
"Puria Radmard",
"Xiao-Jing Wang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZYrZ5V84ZI
|
oral
|
2401.09454
|
Voila-A: Aligning Vision-Language Models with User's Gaze Attention
|
[
"Kun Yan",
"Zeyu Wang",
"Lei Ji",
"Yuntao Wang",
"Nan Duan",
"Shuai Ma"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZYNYhh3ocW
|
poster
|
Towards Next-Generation Logic Synthesis: A Scalable Neural Circuit Generation Framework
|
[
"Zhihai Wang",
"Jie Wang",
"Qingyue Yang",
"Yinqi Bai",
"Xing Li",
"Lei Chen",
"Jianye HAO",
"Mingxuan Yuan",
"Bin Li",
"Yongdong Zhang",
"Feng Wu"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZX6CEo1Wtv
|
oral
|
2407.08751
|
Latent Diffusion for Neural Spiking Data
|
[
"Jaivardhan Kapoor",
"Auguste Schulz",
"Julius Vetter",
"Felix C Pei",
"Richard Gao",
"Jakob H. Macke"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZWNdgc13aw
|
oral
|
2406.01175
|
NeoRL: Efficient Exploration for Nonepisodic RL
|
[
"Bhavya Sukhija",
"Lenart Treven",
"Florian Dorfler",
"Stelian Coros",
"Andreas Krause"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZVrrPNqHFw
|
poster
|
2411.00360
|
A Simple Remedy for Dataset Bias via Self-Influence: A Mislabeled Sample Perspective
|
[
"Yeonsung Jung",
"Jaeyun Song",
"June Yong Yang",
"Jin-Hwa Kim",
"Sung-Yub Kim",
"Eunho Yang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZViYPzh9Wq
|
poster
|
2404.14951
|
Reconstructing the Image Stitching Pipeline: Integrating Fusion and Rectangling into a Unified Inpainting Model
|
[
"Xieziqi",
"Weidong Zhao",
"XianhuiLiu",
"Jian Zhao",
"Ning Jia"
] |
[
"https://github.com/yayoyo66/srstitcher"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZRz7XlxBzQ
|
poster
|
2311.12904
|
Learning to compute Gröbner bases
|
[
"Hiroshi Kera",
"Yuki Ishihara",
"Yuta Kambe",
"Tristan Vaccon",
"Kazuhiro Yokoyama"
] |
[
"https://github.com/hiroshikera/transformer-groebner"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZRYFftR4xn
|
poster
|
2402.07067
|
Learning the Expected Core of Strictly Convex Stochastic Cooperative Games
|
[
"Nam Phuong Tran",
"The-Anh Ta",
"Shuqing Shi",
"Debmalya Mandal",
"Yali Du",
"Long Tran-Thanh"
] |
[
"https://github.com/namtrankekl/constantstrictlyconvexgame"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZOZjMs3JTs
|
poster
|
User-item fairness tradeoffs in recommendations
|
[
"Sophie Greenwood",
"Sudalakshmee Chiniah",
"Nikhil Garg"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZNqHm0a35E
|
poster
|
2403.01680
|
Zero-shot Generalizable Incremental Learning for Vision-Language Object Detection
|
[
"Jieren Deng",
"Haojian Zhang",
"Kun Ding",
"Jianhua Hu",
"Xingxuan Zhang",
"Yunkuan Wang"
] |
[
"https://github.com/jarintotiondin/ziragroundingdino"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZNcJtNN3e8
|
poster
|
Compositional PAC-Bayes: Generalization of GNNs with persistence and beyond
|
[
"Kirill Brilliantov",
"Amauri H Souza",
"Vikas Garg"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZMmJ1z8vee
|
poster
|
2411.04571
|
DomainGallery: Few-shot Domain-driven Image Generation by Attribute-centric Finetuning
|
[
"Yuxuan Duan",
"Yan Hong",
"Bo Zhang",
"jun lan",
"Huijia Zhu",
"Weiqiang Wang",
"Jianfu Zhang",
"Li Niu",
"Liqing Zhang"
] |
[
"https://github.com/ldhlwh/domaingallery"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZKbplMrDzI
|
poster
|
SDformer: Similarity-driven Discrete Transformer For Time Series Generation
|
[
"Chen Zhicheng",
"FENG SHIBO",
"Zhong Zhang",
"Xi Xiao",
"Xingyu Gao",
"Peilin Zhao"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZK1CZXKgG5
|
poster
|
MemVLT: Vision-Language Tracking with Adaptive Memory-based Prompts
|
[
"Xiaokun Feng",
"Xuchen Li",
"Shiyu Hu",
"Dailing Zhang",
"Meiqi Wu",
"Jing Zhang",
"Xiaotang Chen",
"Kaiqi Huang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZJjuNF0olj
|
poster
|
DeTrack: In-model Latent Denoising Learning for Visual Object Tracking
|
[
"Xinyu Zhou",
"Jinglun Li",
"Lingyi Hong",
"Kaixun Jiang",
"Pinxue Guo",
"Weifeng Ge",
"Wenqiang Zhang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZJBBeyEAyX
|
poster
|
2405.16978
|
OSLO: One-Shot Label-Only Membership Inference Attacks
|
[
"Yuefeng Peng",
"Jaechul Roh",
"Subhransu Maji",
"Amir Houmansadr"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZJ2ONmSgCS
|
poster
|
DiffHammer: Rethinking the Robustness of Diffusion-Based Adversarial Purification
|
[
"Kaibo Wang",
"Xiaowen Fu",
"Yuxuan Han",
"Yang Xiang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZIpdu0cHYu
|
poster
|
2406.07115
|
Advancing Tool-Augmented Large Language Models: Integrating Insights from Errors in Inference Trees
|
[
"Sijia Chen",
"Yibo Wang",
"Yi-Feng Wu",
"Qing-Guo Chen",
"Zhao Xu",
"Weihua Luo",
"Kaifu Zhang",
"Lijun Zhang"
] |
https://huggingface.co/papers/2406.07115
|
[
""
] |
[
"smarttang/blingsec"
] |
[
"sunatte/txt2sql",
"MachoMaheen/devdock4bit"
] |
[] |
NeurIPS2024
|
|
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZGN8dOhpi6
|
oral
|
A Pairwise Pseudo-likelihood Approach for Matrix Completion with Informative Missingness
|
[
"Jiangyuan Li",
"Jiayi Wang",
"Raymond K. W. Wong",
"Kwun Chuen Gary Chan"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZG84y6a7ge
|
poster
|
SlimSAM: 0.1
|
[
"Zigeng Chen",
"Gongfan Fang",
"Xinyin Ma",
"Xinchao Wang"
] |
[
"https://github.com/czg1225/slimsam"
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZFbqnL1AiS
|
poster
|
2405.17283
|
Recurrent Complex-Weighted Autoencoders for Unsupervised Object Discovery
|
[
"Anand Gopalakrishnan",
"Aleksandar Stanić",
"Jürgen Schmidhuber",
"Michael Curtis Mozer"
] |
[
"https://github.com/agopal42/syncx"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZEVDMQ6Mu5
|
oral
|
2407.02747
|
Curvature Clues: Decoding Deep Learning Privacy with Input Loss Curvature
|
[
"Deepak Ravikumar",
"Efstathia Soufleri",
"Kaushik Roy"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZCygNDMIII
|
poster
|
Fine-grained Control of Generative Data Augmentation in IoT Sensing
|
[
"Tianshi Wang",
"Qikai Yang",
"Ruijie Wang",
"Dachun Sun",
"Jinyang Li",
"Yizhuo Chen",
"Yigong Hu",
"Chaoqi Yang",
"Tomoyoshi Kimura",
"Denizhan Kara",
"Tarek F. Abdelzaher"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZC0PSk6Mc6
|
poster
|
2401.05821
|
Interpretable Concept Bottlenecks to Align Reinforcement Learning Agents
|
[
"Quentin Delfosse",
"Sebastian Sztwiertnia",
"Mark Rothermel",
"Wolfgang Stammer",
"Kristian Kersting"
] |
[
"https://github.com/k4ntz/scobots"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZBBrBujopT
|
poster
|
2406.01799
|
Online Control in Population Dynamics
|
[
"Noah Golowich",
"Elad Hazan",
"Zhou Lu",
"Dhruv Rohatgi",
"Y. Jennifer Sun"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=Z4R2rkPgBy
|
poster
|
Unity by Diversity: Improved Representation Learning for Multimodal VAEs
|
[
"Thomas M. Sutter",
"Yang Meng",
"Andrea Agostini",
"Daphné Chopard",
"Norbert Fortin",
"Julia E Vogt",
"Babak Shahbaba",
"Stephan Mandt"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=Z0wIbVTBXc
|
poster
|
2404.12940
|
Neural Flow Diffusion Models: Learnable Forward Process for Improved Diffusion Modelling
|
[
"Grigory Bartosh",
"Dmitry Vetrov",
"Christian A. Naesseth"
] |
https://huggingface.co/papers/2404.12940
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=Z0Nq3hHeEG
|
poster
|
2411.00605
|
pcaGAN: Improving Posterior-Sampling cGANs via Principal Component Regularization
|
[
"Matthew C Bendel",
"Rizwan Ahmad",
"Philip Schniter"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=YzyCEJlV9Z
|
poster
|
2405.10301
|
Conformal Alignment: Knowing When to Trust Foundation Models with Guarantees
|
[
"Yu Gui",
"Ying Jin",
"Zhimei Ren"
] |
[
"https://github.com/yugjerry/conformal-alignment"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=Yz3wBKoK0K
|
poster
|
2410.23698
|
Aggregate-and-Adapt Natural Language Prompts for Downstream Generalization of CLIP
|
[
"Chen Huang",
"Skyler Seto",
"Samira Abnar",
"David Grangier",
"Navdeep Jaitly",
"Joshua M. Susskind"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=YyMiO0DWmI
|
poster
|
Cross-Device Collaborative Test-Time Adaptation
|
[
"Guohao Chen",
"Shuaicheng Niu",
"Deyu Chen",
"Shuhai Zhang",
"Changsheng Li",
"Yuanqing Li",
"Mingkui Tan"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=Yy0KUmneV6
|
poster
|
The tree autoencoder model, with application to hierarchical data visualization
|
[
"Miguel Á. Carreira-Perpiñán",
"Kuat Gazizov"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=YxyYTcv3hp
|
poster
|
2405.17462
|
Ferrari: Federated Feature Unlearning via Optimizing Feature Sensitivity
|
[
"Hanlin Gu",
"Win Kent Ong",
"Chee Seng Chan",
"Lixin Fan"
] |
[
"https://github.com/ongwinkent/federated-feature-unlearning"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=YxaY6tHgg0
|
poster
|
2410.11988
|
DISP-LLM: Dimension-Independent Structural Pruning for Large Language Models
|
[
"Shangqian Gao",
"Chi-Heng Lin",
"Ting Hua",
"Zheng Tang",
"Yilin Shen",
"Hongxia Jin",
"Yen-Chang Hsu"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=YwpL0BVxts
|
poster
|
United We Stand, Divided We Fall: Fingerprinting Deep Neural Networks via Adversarial Trajectories
|
[
"Tianlong Xu",
"Chen Wang",
"Gaoyang Liu",
"Yang Yang",
"Kai Peng",
"Wei Liu"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=YvOeN0kUzT
|
poster
|
2409.07142
|
Randomized Strategic Facility Location with Predictions
|
[
"Eric Balkanski",
"Vasilis Gkatzelis",
"Golnoosh Shahkarami"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=YvA8UF0I37
|
oral
|
2405.14852
|
PV-Tuning: Beyond Straight-Through Estimation for Extreme LLM Compression
|
[
"Vladimir Malinovskii",
"Denis Mazur",
"Ivan Ilin",
"Denis Kuznedelev",
"Konstantin Pavlovich Burlachenko",
"Kai Yi",
"Dan Alistarh",
"Peter Richtárik"
] |
https://huggingface.co/papers/2405.14852
|
[
"https://github.com/vahe1994/aqlm"
] |
[
"KwabsHug/TestCompressedModelzero"
] |
[
"ISTA-DASLab/Meta-Llama-3.1-70B-Instruct-AQLM-PV-2Bit-1x16",
"ISTA-DASLab/Meta-Llama-3.1-70B-AQLM-PV-2Bit-1x16",
"ISTA-DASLab/Meta-Llama-3.1-8B-Instruct-AQLM-PV-2Bit-1x16-hf",
"ISTA-DASLab/Meta-Llama-3-70B-AQLM-PV-2Bit-1x16",
"ISTA-DASLab/Meta-Llama-3-8B-AQLM-PV-2Bit-1x16",
"ISTA-DASLab/Meta-Llama-3.1-8B-AQLM-PV-2Bit-1x16-hf",
"ISTA-DASLab/Meta-Llama-3.1-8B-Instruct-AQLM-PV-2Bit-2x8-hf",
"ISTA-DASLab/Mistral-Nemo-Instruct-2407-AQLM-PV-2Bit-1x16-hf",
"ISTA-DASLab/Phi-3-mini-4k-instruct-AQLM-PV-2Bit-1x16-hf",
"ISTA-DASLab/Meta-Llama-3-70B-AQLM-PV-1Bit-1x16",
"ISTA-DASLab/Phi-3-medium-4k-instruct-AQLM-PV-1Bit-1x16-hf",
"ISTA-DASLab/Phi-3-medium-4k-instruct-AQLM-PV-2Bit-1x16-hf",
"ISTA-DASLab/Llama-2-7b-AQLM-PV-2Bit-2x8-hf",
"justheuristic/test-1bit",
"TechxGenus/deepseek-coder-7b-instruct-v1.5-PV",
"ISTA-DASLab/Llama-2-7b-AQLM-PV-2Bit-1x16-hf",
"ISTA-DASLab/Llama-2-13b-AQLM-PV-2Bit-1x16-hf",
"ISTA-DASLab/Llama-2-7b-AQLM-PV-1Bit-1x16-hf",
"ISTA-DASLab/Llama-2-70b-AQLM-PV-2Bit-1x16-hf",
"ISTA-DASLab/Meta-Llama-3-8B-AQLM-PV-1Bit-1x16",
"ISTA-DASLab/Mistral-7B-v0.1-AQLM-PV-2Bit-1x16-hf",
"ISTA-DASLab/Meta-Llama-3.1-8B-AQLM-PV-1Bit-1x16-hf",
"ISTA-DASLab/Meta-Llama-3.1-8B-Instruct-AQLM-PV-1Bit-1x16-hf",
"ISTA-DASLab/Llama-3.2-3B-AQLM-PV-2Bit-2x8",
"ISTA-DASLab/Llama-3.2-1B-AQLM-PV-2Bit-2x8",
"ISTA-DASLab/Llama-3.2-1B-Instruct-AQLM-PV-2Bit-2x8",
"ISTA-DASLab/Llama-3.2-3B-Instruct-AQLM-PV-2Bit-2x8"
] |
[] |
NeurIPS2024
|
|
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=Yu7H8ZOuI2
|
poster
|
2410.16982
|
Sample-Efficient Geometry Reconstruction from Euclidean Distances using Non-Convex Optimization
|
[
"Ipsita Ghosh",
"Abiy Tasissa",
"Christian Kümmerle"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=Yu6cDt7q9Z
|
poster
|
2410.18756
|
Schedule Your Edit: A Simple yet Effective Diffusion Noise Schedule for Image Editing
|
[
"Haonan Lin",
"Yan Chen",
"Jiahao Wang",
"Wenbin An",
"Mengmeng Wang",
"Feng Tian",
"Yong Liu",
"Guang Dai",
"Jingdong Wang",
"QianYing Wang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=YscR3LBIi7
|
poster
|
2411.01805
|
MoMu-Diffusion: On Learning Long-Term Motion-Music Synchronization and Correspondence
|
[
"Fuming You",
"Minghui Fang",
"Li Tang",
"Rongjie Huang",
"Yongqi Wang",
"Zhou Zhao"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=YrAxxscKM2
|
poster
|
2310.04415
|
Why Do We Need Weight Decay in Modern Deep Learning?
|
[
"Francesco D'Angelo",
"Maksym Andriushchenko",
"Aditya Varre",
"Nicolas Flammarion"
] |
https://huggingface.co/papers/2310.04415
|
[
"https://github.com/tml-epfl/why-weight-decay"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=Ylvviju6MD
|
poster
|
The Poisson Midpoint Method for Langevin Dynamics: Provably Efficient Discretization for Diffusion Models
|
[
"Saravanan Kandasamy",
"Dheeraj Mysore Nagaraj"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=YlmYm7sHDE
|
oral
|
2410.21666
|
Minimum Entropy Coupling with Bottleneck
|
[
"MohammadReza Ebrahimi",
"Jun Chen",
"Ashish J Khisti"
] |
https://huggingface.co/papers/2410.21666
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=YlIvhHFwQ2
|
poster
|
2405.02280
|
DreamScene4D: Dynamic Multi-Object Scene Generation from Monocular Videos
|
[
"Wen-Hsuan Chu",
"Lei Ke",
"Katerina Fragkiadaki"
] |
https://huggingface.co/papers/2405.02280
|
[
"https://github.com/dreamscene4d/dreamscene4d"
] |
[] |
[] |
[
"dylanebert/dreamscene4d"
] |
NeurIPS2024
|
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