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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=oFgTScAsBr
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Xiaoxiao Ma", "Zhixiang Wei", "Yi Jin", "Pengyang Ling", "Tianle Liu", "Ben Wang", "Junkang Dai", "Huaian Chen" ]
Masked Pre-training Enables Universal Zero-shot Denoiser
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=oEVsxVdush
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Bethia Sun", "Maurice Pagnucco", "Yang Song" ]
Soft Tensor Product Representations for Fully Continuous, Compositional Visual Representations
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=oEKFPSOWpp
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Ruizhi Liu", "ZhishengZeng", "Shizhe Ding", "Jingyan Sui", "Xingquan Li", "Dongbo Bu" ]
NeuralSteiner: Learning Steiner Tree for Overflow-avoiding Global Routing in Chip Design
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=o8m4RM5mBk
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Yixiong Zou", "Ran Ma", "Yuhua Li", "Ruixuan Li" ]
Attention Temperature Matters in ViT-Based Cross-Domain Few-Shot Learning
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=o4coDIby7e
oral
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Matt MacDermott", "James Fox", "Francesco Belardinelli", "Tom Everitt" ]
Measuring Goal-Directedness
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=o3i1JEfzKw
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Yang Cai", "Xiangyu Liu", "Argyris Oikonomou", "Kaiqing Zhang" ]
Provable Partially Observable Reinforcement Learning with Privileged Information
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=nxumYwxJPB
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Sofiane ENNADIR", "Johannes F. Lutzeyer", "Michalis Vazirgiannis", "El houcine Bergou" ]
If You Want to Be Robust, Be Wary of Initialization
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=nw9JmfL99s
oral
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Leon Lufkin", "Andrew M Saxe", "Erin Grant" ]
Nonlinear dynamics of localization in neural receptive fields
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=nw6ANsC66G
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Pei-Yau Weng", "Minh Hoang", "Lam M. Nguyen", "My T. Thai", "Tsui-Wei Weng", "Trong Nghia Hoang" ]
Probabilistic Federated Prompt-Tuning with Non-IID and Imbalanced Data
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=nw4TWuEPGx
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "David G Bell", "Alison Duffy", "Adrienne Fairhall" ]
Discovering plasticity rules that organize and maintain neural circuits
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ntV5xZfzEk
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Daniel Průša", "Vojtech Franc" ]
Constrained Binary Decision Making
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=nrgyOGU7ZP
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Aditya Desai", "Kimia Saedi", "Apoorv Walia", "Jihyeong Lee", "Keren Zhou", "Anshumali Shrivastava" ]
SS1: Accelerating Inference with Fast and Expressive Sketch Structured Transform
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=npJQ6qS4bg
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Bobby He", "Lorenzo Noci", "Daniele Paliotta", "Imanol Schlag", "Thomas Hofmann" ]
Understanding and Minimising Outlier Features in Transformer Training
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=njwYBFau8E
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Cheikh Ahmed", "Alexandre Forel", "Axel Parmentier", "Thibaut Vidal" ]
DistrictNet: Decision-aware learning for geographical districting
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=niG3Yyb6oA
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Xiaolei Liu", "Shaoshuai Li", "Kaixin Gao", "Binfeng Wang" ]
A Layer-Wise Natural Gradient Optimizer for Training Deep Neural Networks
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=nfq3GKfb4h
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Sebastiaan De Peuter", "Shibei Zhu", "Yujia Guo", "Andrew Howes", "Samuel Kaski" ]
Preference Learning of Latent Decision Utilities with a Human-like Model of Preferential Choice
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ncqauwSyl5
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Yusong Wang", "Chaoran Cheng", "Shaoning Li", "Yuxuan Ren", "Bin Shao", "Ge Liu", "Pheng-Ann Heng", "Nanning Zheng" ]
Neural P^3M: A Long-Range Interaction Modeling Enhancer for Geometric GNNs
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=nZB1FpXUU6
oral
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Zhenxiong Tan", "Kaixin Wang", "Xinchao Wang" ]
Implicit Curriculum in Procgen Made Explicit
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=nY0BrZdqLt
oral
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Yerram Varun", "Rahul Madhavan", "Sravanti Addepalli", "Arun Suggala", "Karthikeyan Shanmugam", "Prateek Jain" ]
Time-Reversal Provides Unsupervised Feedback to LLMs
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=nXEzW3gVZ6
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Ferdinand Genans", "Antoine Godichon-Baggioni", "François-Xavier Vialard", "Olivier Wintenberger" ]
Semi-Discrete Optimal Transport: Nearly Minimax Estimation With Stochastic Gradient Descent and Adaptive Entropic Regularization
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=nU4lvlMwrt
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Sai Wang", "Yutian Lin", "Yu Wu", "Bo Du" ]
Toward Real Ultra Image Segmentation: Leveraging Surrounding Context to Cultivate General Segmentation Model
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=nN6NSd1Qds
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Mohit Kataria", "Sandeep Kumar", "Jayadeva Jayadeva" ]
UGC: Universal Graph Coarsening
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=nLSLbJgL7f
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Chenxi Zhao", "Jinglei Shi", "Liqiang Nie", "Jufeng Yang" ]
To Err Like Human: Affective Bias-Inspired Measures for Visual Emotion Recognition Evaluation
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=nLQeE8QGGe
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Andrew Wagenmaker", "Lu Mi", "Marton Rozsa", "Matthew Storm Bull", "Karel Svoboda", "Kayvon Daie", "Matthew D. Golub", "Kevin Jamieson" ]
Active design of two-photon holographic stimulation for identifying neural population dynamics
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=nJKfNiEBvq
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Yexiong Lin", "Yu Yao", "Tongliang Liu" ]
Learning the Latent Causal Structure for Modeling Label Noise
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=nExI4FuKWD
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Dong Jing", "Xiaolong He", "Yutian Luo", "Nanyi Fei", "Guoxing Yang", "Wei Wei", "Huiwen Zhao", "Zhiwu Lu" ]
FineCLIP: Self-distilled Region-based CLIP for Better Fine-grained Understanding
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=nBrnfYeKf9
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Lidong Guo", "Xuefei Ning", "Yonggan Fu", "Tianchen Zhao", "Zhuoliang Kang", "Jincheng Yu", "Yingyan Celine Lin", "Yu Wang" ]
Rad-NeRF: Ray-decoupled Training of Neural Radiance Field
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=nBhfIcDnRP
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Shuwen Chai", "Miklos Z. Racz" ]
Efficient Graph Matching for Correlated Stochastic Block Models
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=nBQHTBVnfr
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Nimita Shinde", "Tianjiao Ding", "Daniel Robinson", "Rene Vidal" ]
Geometric Analysis of Nonlinear Manifold Clustering
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=n60xBFZWrk
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Richard Nock", "Ehsan Amid", "Frank Nielsen", "Alexander Soen", "Manfred K Warmuth" ]
Hyperbolic Embeddings of Supervised Models
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=n5lLSskwtu
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Dayou Yu", "Minghao Li", "Weishi Shi", "Qi Yu" ]
Evidential Mixture Machines: Deciphering Multi-Label Correlations for Active Learning Sensitivity
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=n01yLUy7Mj
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Fawaz Sammani", "Nikos Deligiannis" ]
Interpreting and Analysing CLIP's Zero-Shot Image Classification via Mutual Knowledge
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=mxMvWwyBWe
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Vinamra Benara", "Chandan Singh", "John Xavier Morris", "Richard Antonello", "Ion Stoica", "Alexander Huth", "Jianfeng Gao" ]
Crafting Interpretable Embeddings for Language Neuroscience by Asking LLMs Questions
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=muYhNDlxWc
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Jiahe Chen", "Jinkun Cao", "Dahua Lin", "Kris M. Kitani", "Jiangmiao Pang" ]
MGF: Mixed Gaussian Flow for Diverse Trajectory Prediction
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=mtBmKqyqGS
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Fu-Yun Wang", "Zhaoyang Huang", "Alexander William Bergman", "Dazhong Shen", "Peng Gao", "Michael Lingelbach", "Keqiang Sun", "Weikang Bian", "Guanglu Song", "Yu Liu", "Xiaogang Wang", "Hongsheng Li" ]
Phased Consistency Models
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=motImXq3B1
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Qi Wang", "Pu Ren", "Hao Zhou", "Xin-Yang Liu", "Zhiwen Deng", "Yi Zhang", "Ruizhi Chengze", "Hongsheng Liu", "Zidong Wang", "Jian-Xun Wang", "Ji-Rong Wen", "Hao Sun", "Yang Liu" ]
P^2C^2Net: PDE-Preserved Coarse Correction Network for efficient prediction of spatiotemporal dynamics
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=mlmTxJwVsb
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Shihao Tu", "Linfeng Cao", "Daoze Zhang", "Junru Chen", "Lvbin Ma", "Yin Zhang", "Yang Yang" ]
DMNet: Self-comparison Driven Model for Subject-independent Seizure Detection
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=mljDUaQpln
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Terufumi Morishita", "Gaku Morio", "Atsuki Yamaguchi", "Yasuhiro Sogawa" ]
Enhancing Reasoning Capabilities of LLMs via Principled Synthetic Logic Corpus
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ml01XyP698
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
https://github.com/wangys16/freesplat
[ "Yunsong Wang", "Tianxin Huang", "Hanlin Chen", "Gim Hee Lee" ]
FreeSplat: Generalizable 3D Gaussian Splatting Towards Free View Synthesis of Indoor Scenes
67
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=mkw6x0OExg
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Aahlad Manas Puli", "Nhi Nguyen", "Rajesh Ranganath" ]
Explanations that reveal all through the definition of encoding
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=mirkQqx6po
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Vincent Cohen-Addad", "Tommaso d'Orsi", "Anupam Gupta", "Euiwoong Lee", "Debmalya Panigrahi" ]
Learning-Augmented Approximation Algorithms for Maximum Cut and Related Problems
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=mhhlZeAr67
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Julian Rodemann", "Christoph Jansen", "Georg Schollmeyer" ]
Reciprocal Learning
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=manHbkpIW6
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Fang Dong", "Mengyi Chen", "Jixian Zhou", "Yubin Shi", "Yixuan Chen", "Mingzhi Dong", "Yujiang Wang", "Dongsheng Li", "Xiaochen Yang", "Rui Zhu", "Robert P. Dick", "Qin Lv", "Fan Yang", "Tun Lu", "Ning Gu", "Li Shang" ]
Once Read is Enough: Domain-specific Pretraining-free Language Models with Cluster-guided Sparse Experts for Long-tail Domain Knowledge
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=mZwilh3hd2
oral
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Gabriele Farina", "Charilaos Pipis" ]
Polynomial-Time Computation of Exact Φ-Equilibria in Polyhedral Games
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=mZHbkbYWTp
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Francesco Damiani", "Akiyuki Anzai", "Jan Drugowitsch", "Gregory C DeAngelis", "Rubén Moreno-Bote" ]
Stochastic Optimal Control and Estimation with Multiplicative and Internal Noise
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=mXlR1FLFDc
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Benjie Wang", "Denis Mauá", "Guy Van den Broeck", "YooJung Choi" ]
A Compositional Atlas for Algebraic Circuits
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=mSaqxZVZW8
oral
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Dengwei Zhao", "Shikui Tu", "Lei Xu" ]
SeeA*: Efficient Exploration-Enhanced A* Search by Selective Sampling
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=mRIQz8Zd6O
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Yao Fu", "Dong-Ki Kim", "Jaekyeom Kim", "Sungryull Sohn", "Lajanugen Logeswaran", "Kyunghoon Bae", "Honglak Lee" ]
AutoGuide: Automated Generation and Selection of Context-Aware Guidelines for Large Language Model Agents
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=mP084aMFsd
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Mingjia Li", "Shuo Liu", "Hong Qian", "Aimin Zhou" ]
A Simple yet Scalable Granger Causal Structural Learning Approach for Topological Event Sequences
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=mOK4yD8JFd
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Chu Zhou", "Yixing Liu", "Chao Xu", "Boxin Shi" ]
Quality-Improved and Property-Preserved Polarimetric Imaging via Complementarily Fusing
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=mJZH9w8qgu
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Shicheng Liu", "Minghui Zhu" ]
In-Trajectory Inverse Reinforcement Learning: Learn Incrementally From An Ongoing Trajectory
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=mGz3Jux9wS
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Chen-Long Duan", "Yong Li", "Xiu-Shen Wei", "Lin Zhao" ]
Long-tailed Object Detection Pretraining: Dynamic Rebalancing Contrastive Learning with Dual Reconstruction
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=m8MElyzuwp
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Ding Qi", "Jian Li", "Jinlong Peng", "Bo Zhao", "Shuguang Dou", "Jialin Li", "Jiangning Zhang", "Yabiao Wang", "Chengjie Wang", "Cairong Zhao" ]
Fetch and Forge: Efficient Dataset Condensation for Object Detection
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=m5106RRLgx
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Lingjiao Chen", "Jared Quincy Davis", "Boris Hanin", "Peter Bailis", "Ion Stoica", "Matei Zaharia", "James Zou" ]
Are More LLM Calls All You Need? Towards the Scaling Properties of Compound AI Systems
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=m4NI2yIwJA
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Yongcheng Jing", "Seok-Hee Hong", "Dacheng Tao" ]
Deep Graph Mating
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=m2DaXpCoIi
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Julius Kunze", "Daniel Severo", "Jan-Willem van de Meent", "James Townsend" ]
Practical Shuffle Coding
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=m296WJXyzQ
poster
NeurIPS2024
null
null
null
null
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null
null
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NaT
null
[ "Hossein Mirzaei", "Ali Ansari", "Bahar Dibaei Nia", "Mojtaba Nafez", "Moein Madadi", "Sepehr Rezaee", "Zeinab Sadat Taghavi", "Arad Maleki", "Kian Shamsaie", "Mahdi Hajialilue", "Jafar Habibi", "Mohammad Sabokrou", "Mohammad Hossein Rohban" ]
Scanning Trojaned Models Using Out-of-Distribution Samples
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=m1a4CrRJR7
oral
NeurIPS2024
null
null
null
null
null
null
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null
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NaT
null
[ "Jin Zhang", "Ze Liu", "Defu Lian", "Enhong Chen" ]
Generalization Error Bounds for Two-stage Recommender Systems with Tree Structure
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lzfzjYuWgY
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Zichao Li", "Yanshuai Cao", "Jackie CK Cheung" ]
Do LLMs Build World Representations? Probing Through the Lens of State Abstraction
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lvS2b8CjG5
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Guangyu Wang", "Wenchao Liu", "Yuhong He", "Cong Xu", "Lin Ma", "Haifeng Li" ]
EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lsd27JUJ8v
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Hongming Zhang", "Chenjun Xiao", "Chao Gao", "Han Wang", "bo xu", "Martin Müller" ]
Exploiting the Replay Memory Before Exploring the Environment: Enhancing Reinforcement Learning Through Empirical MDP Iteration
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lrSrJZZCle
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Ziquan OU", "Zijun Zhang" ]
CODA: A Correlation-Oriented Disentanglement and Augmentation Modeling Scheme for Better Resisting Subpopulation Shifts
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lpxdG0hk4H
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Quanwei Yang", "Jiazhi Guan", "Kaisiyuan Wang", "Lingyun Yu", "Wenqing Chu", "Hang Zhou", "ZhiQiang Feng", "Haocheng Feng", "Errui Ding", "Jingdong Wang", "Hongtao Xie" ]
ShowMaker: Creating High-Fidelity 2D Human Video via Fine-Grained Diffusion Modeling
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lpFDhC91Oj
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Yusuke Kuwana", "Yuta Goto", "Takashi Shibata", "Go Irie" ]
Black-Box Forgetting
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=loQCk0qruU
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Deep Shankar Pandey", "Spandan Pyakurel", "Qi Yu" ]
Be Confident in What You Know: Bayesian Parameter Efficient Fine-Tuning of Vision Foundation Models
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lflwtGE6Vf
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
https://github.com/seungjoo-ai/FLFL-NeurIPS24
[ "Seungjoo Lee", "Thanh-Long V. Le", "Jaemin Shin", "Sung-Ju Lee" ]
(FL)^2: Overcoming Few Labels in Federated Semi-Supervised Learning
0
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=leqD3bJ4Ly
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Sayeed Shafayet Chowdhury", "Soumyadeep Chandra", "Kaushik Roy" ]
OPEL: Optimal Transport Guided ProcedurE Learning
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ldvfaYzG35
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "MeiJun Wang", "Yu Meng", "Zhongwei Qiu", "Chao Zheng", "Yan Xu", "Pengxiaorui", "Jian Gao" ]
Pedestrian-Centric 3D Pre-collision Pose and Shape Estimation from Dashcam Perspective
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lckAdnVzsT
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Manuel Dahnert", "Angela Dai", "Norman Müller", "Matthias Nießner" ]
Coherent 3D Scene Diffusion From a Single RGB Image
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lWYwZklSvg
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Zhi Cheng", "Zhanhao Hu", "Yuqiu Liu", "Jianmin Li", "Hang Su", "Xiaolin Hu" ]
Full-Distance Evasion of Pedestrian Detectors in the Physical World
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lW2zYQm0ox
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Kyriakos Lotidis", "Angeliki Giannou", "Panayotis Mertikopoulos", "Nicholas Bambos" ]
Accelerated Regularized Learning in Finite N-Person Games
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lT3oc04mDp
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Fangcheng Liu", "Yehui Tang", "Zhenhua Liu", "Yunsheng Ni", "Duyu Tang", "Kai Han", "Yunhe Wang" ]
Kangaroo: Lossless Self-Speculative Decoding for Accelerating LLMs via Double Early Exiting
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lS9e36lkxG
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Ruoxue Liu", "Linjiajie Fang", "Wenjia Wang", "Bingyi Jing" ]
D2R2: Diffusion-based Representation with Random Distance Matching for Tabular Few-shot Learning
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lQ45aR8L7D
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Reid McIlroy-Young", "Katrina Brown", "Conlan Olson", "Linjun Zhang", "Cynthia Dwork" ]
Order-Independence Without Fine Tuning
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lPDxPVS6ix
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Dimitar Iliev Dimitrov", "Maximilian Baader", "Mark Niklas Mueller", "Martin Vechev" ]
SPEAR: Exact Gradient Inversion of Batches in Federated Learning
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lJuQxkDbDo
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
https://github.com/bimk/intelligent-education
[ "Shangshang Yang", "Mingyang Chen", "Ziwen Wang", "Xiaoshan Yu", "Panpan Zhang", "Haiping Ma", "Xingyi Zhang" ]
DisenGCD: A Meta Multigraph-assisted Disentangled Graph Learning Framework for Cognitive Diagnosis
9
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lHcvjsQFQq
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Seokin Seo", "Byung-Jun Lee", "Jongmin Lee", "HyeongJoo Hwang", "Hongseok Yang", "Kee-Eung Kim" ]
Mitigating Covariate Shift in Behavioral Cloning via Robust Stationary Distribution Correction
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lEUle8S4xQ
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Xinyu Yang", "Jixuan Leng", "Geyang Guo", "Jiawei Zhao", "Ryumei Nakada", "Linjun Zhang", "Huaxiu Yao", "Beidi Chen" ]
S^2FT: Efficient, Scalable and Generalizable LLM Fine-tuning by Structured Sparsity
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lDtABI541U
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Baiyu Su", "qiang liu" ]
Quadratic Quantum Variational Monte Carlo
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lD7ziaMHbf
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Zhihao Shu", "Xiaowei Yu", "Zihao Wu", "Wenqi Jia", "Yinchen Shi", "Miao Yin", "Tianming Liu", "Dajiang Zhu", "Wei Niu" ]
Real-time Core-Periphery Guided ViT with Smart Data Layout Selection on Mobile Devices
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lCj0Rvr4D6
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "David Woodruff", "Taisuke Yasuda" ]
John Ellipsoids via Lazy Updates
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lA48H7pW3q
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Qi Song", "Tianxiang Gong", "Shiqi Gao", "Haoyi Zhou", "Jianxin Li" ]
QUEST: Quadruple Multimodal Contrastive Learning with Constraints and Self-Penalization
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=l6iICoILGB
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Murad Tukan", "Loay Mualem", "Moran Feldman" ]
Practical 0.385-Approximation for Submodular Maximization Subject to a Cardinality Constraint
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=l2yvtrz3On
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Steve Hanneke", "Shay Moran", "Qian Zhang" ]
Improved Sample Complexity for Multiclass PAC Learning
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kr7eN85mIT
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Xiulong Liu", "Kun Su", "Eli Shlizerman" ]
Tell What You Hear From What You See - Video to Audio Generation Through Text
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kZfxICBXd1
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Jiehua Chen", "Christian Hatschka", "Sofia Simola" ]
Multi-Winner Reconfiguration
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kYio3xH6eb
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Xiaoying Zhang", "Jean-Francois Ton", "Wei Shen", "Hongning Wang", "Yang Liu" ]
Mitigating Reward Overoptimization via Lightweight Uncertainty Estimation
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kWMVzIdCEn
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Zuobai Zhang", "Pascal Notin", "Yining Huang", "Aurelie Lozano", "Vijil Chenthamarakshan", "Debora Susan Marks", "Payel Das", "Jian Tang" ]
Multi-Scale Representation Learning for Protein Fitness Prediction
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kW30LbNwdV
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
https://github.com/zhaoshiji123/absld
[ "Shiji Zhao", "Ranjie Duan", "xizhewang", "Xingxing Wei" ]
Improving Adversarial Robust Fairness via Anti-Bias Soft Label Distillation
3
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kV80nC1afE
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Runhao Shi", "Jiaxi Ying", "Daniel P. Palomar" ]
Adaptive Passive-Aggressive Framework for Online Regression with Side Information
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kS9dciADtY
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Yearang Lee", "Ho-Joong Kim", "Seong-Whan Lee" ]
Text-Infused Attention and Foreground-Aware Modeling for Zero-Shot Temporal Action Detection
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kREpCQtHdN
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Yuewen Sun", "Biwei Huang", "Yu Yao", "Donghuo Zeng", "Xinshuai Dong", "Songyao Jin", "Boyang Sun", "Roberto Legaspi", "Kazushi Ikeda", "Peter Spirtes", "Kun Zhang" ]
Identifying Latent State-Transition Processes for Individualized Reinforcement Learning
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kPmSfhCM5s
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Hao Fei", "Shengqiong Wu", "Hanwang Zhang", "Tat-Seng Chua", "Shuicheng YAN" ]
Vitron: A Unified Pixel-level Vision LLM for Understanding, Generating, Segmenting, Editing
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kPGNE4CrTq
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Renyuan Li", "Zhehui Chen", "Guanyi Wang" ]
Solving Sparse & High-Dimensional-Output Regression via Compression
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kMxdV4Blhn
oral
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Li Zhang", "Yan Zhong", "Jianan Wang", "Zhe Min", "RujingWang", "Liu Liu" ]
Rethinking 3D Convolution in ℓ_p-norm Space
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kLen1XyW6P
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Aditya Bhaskara", "Agastya Vibhuti Jha", "Michael Kapralov", "Naren Sarayu Manoj", "Davide Mazzali", "Weronika Wrzos-Kaminska" ]
On the Robustness of Spectral Algorithms for Semirandom Stochastic Block Models
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kJzecLYsRi
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Weihao Lu", "Haobo Zhang", "Yicheng Li", "Qian Lin" ]
On the Saturation Effects of Spectral Algorithms in Large Dimensions
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kEPpD7yETM
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Weiyu Ma", "Qirui Mi", "Yongcheng Zeng", "Xue Yan", "Runji Lin", "Yuqiao Wu", "Jun Wang", "Haifeng Zhang" ]
Large Language Models Play StarCraft II:Benchmarks and A Chain of Summarization Approach
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=k9uZfaeerK
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Jiesong Liu", "Feng Zhang", "Jiawei Guan", "Xipeng Shen" ]
UQ-Guided Hyperparameter Optimization for Iterative Learners
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=k9PXsryuWG
oral
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Timothy Zer-An Chu", "Josh Alman", "Gary Miller", "Shyam Narayanan", "Mark Sellke", "Zhao Song" ]
Metric Transforms and Low Rank Representations of Kernels for Fast Attention
null