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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=FZ45kf5pIA
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NeurIPS2024
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[
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Edit Distance Robust Watermarks via Indexing Pseudorandom Codes
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https://openreview.net/forum?id=FYm8coxdiR
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CLIP in Mirror: Disentangling text from visual images through reflection
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=FTpKGuxEfy
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Vision Foundation Model Enables Generalizable Object Pose Estimation
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https://openreview.net/forum?id=FOkKndty5B
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SlowFocus: Enhancing Fine-grained Temporal Understanding in Video LLM
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Using Surrogates in Covariate-adjusted Response-adaptive Randomization Experiments with Delayed Outcomes
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ProxyFusion: Face Feature Aggregation Through Sparse Experts
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DoFIT: Domain-aware Federated Instruction Tuning with Alleviated Catastrophic Forgetting
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Robust and Faster Zeroth-Order Minimax Optimization: Complexity and Applications
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Designing Cell-Type-Specific Promoter Sequences Using Conservative Model-Based Optimization
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HonestLLM: Toward an Honest and Helpful Large Language Model
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NeurIPS2024
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Predicting Label Distribution from Ternary Labels
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https://openreview.net/forum?id=Eyyt3ZmNV6
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ZeroMark: Towards Dataset Ownership Verification without Disclosing Watermark
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https://openreview.net/forum?id=Eu0nYM4BPo
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Leveraging an ECG Beat Diffusion Model for Morphological Reconstruction from Indirect Signals
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3D Structure Prediction of Atomic Systems with Flow-based Direct Preference Optimization
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Last-Iterate Convergence for Generalized Frank-Wolfe in Monotone Variational Inequalities
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https://openreview.net/forum?id=EeXcOYf3Lg
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SHMT: Self-supervised Hierarchical Makeup Transfer via Latent Diffusion Models
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https://openreview.net/forum?id=EdXW71LvKE
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CRT-Fusion: Camera, Radar, Temporal Fusion Using Motion Information for 3D Object Detection
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https://openreview.net/forum?id=EbSSBvwUWw
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Matching the Statistical Query Lower Bound for k-Sparse Parity Problems with Sign Stochastic Gradient Descent
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https://openreview.net/forum?id=EVw8Jh5Et9
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Dual Defense: Enhancing Privacy and Mitigating Poisoning Attacks in Federated Learning
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https://openreview.net/forum?id=EO1Qev952p
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NeurIPS2024
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On Socially Fair Low-Rank Approximation and Column Subset Selection
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=ENlubvb262
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oral
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Learning Noisy Halfspaces with a Margin: Massart is No Harder than Random
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FM-Delta: Lossless Compression for Storing Massive Fine-tuned Foundation Models
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https://openreview.net/forum?id=EMV8nIDZJn
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Addressing Spatial-Temporal Heterogeneity: General Mixed Time Series Analysis via Latent Continuity Recovery and Alignment
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https://openreview.net/forum?id=ELnxXc8pik
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Unsupervised Hierarchy-Agnostic Segmentation: Parsing Semantic Image Structure
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https://openreview.net/forum?id=EJZfcKXdiT
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NeurIPS2024
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Event-3DGS: Event-based 3D Reconstruction Using 3D Gaussian Splatting
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https://openreview.net/forum?id=EHXyeImux0
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NeurIPS2024
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Data Mixture Inference Attack: BPE Tokenizers Reveal Training Data Compositions
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Training an Open-Vocabulary Monocular 3D Detection Model without 3D Data
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https://openreview.net/forum?id=EC9Hfi9V3k
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Efficient Streaming Algorithms for Graphlet Sampling
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A Theory of Optimistically Universal Online Learnability for General Concept Classes
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https://openreview.net/forum?id=E8wDxddIqU
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NeurIPS2024
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[
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Distributionally Robust Performative Prediction
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https://openreview.net/forum?id=E8b4yOLGZ5
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Meta-Learning Universal Priors Using Non-Injective Change of Variables
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https://openreview.net/forum?id=E3ZMsqdO0D
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Zero-Shot Event-Intensity Asymmetric Stereo via Visual Prompting from Image Domain
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A Siamese Transformer with Hierarchical Refinement for Lane Detection
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https://openreview.net/forum?id=DupvYqqlAG
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NeurIPS2024
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Spectral Learning of Shared Dynamics Between Generalized-Linear Processes
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[
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Language Model as Visual Explainer
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NeurIPS2024
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Online Non-convex Learning in Dynamic Environments
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https://openreview.net/forum?id=DqiggGDOmA
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EASI: Evolutionary Adversarial Simulator Identification for Sim-to-Real Transfer
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Neural Combinatorial Optimization for Robust Routing Problem with Uncertain Travel Times
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Is Knowledge Power? On the (Im)possibility of Learning from Strategic Interactions
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[
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Contextual Decision-Making with Knapsacks Beyond the Worst Case
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Animal-Bench: Benchmarking Multimodal Video Models for Animal-centric Video Understanding
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HiCoM: Hierarchical Coherent Motion for Dynamic Streamable Scenes with 3D Gaussian Splatting
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Policy Learning from Tutorial Books via Understanding, Rehearsing and Introspecting
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Deep Policy Gradient Methods Without Batch Updates, Target Networks, or Replay Buffers
| null |
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Language Grounded Multi-agent Reinforcement Learning with Human-interpretable Communication
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HORSE: Hierarchical Representation for Large-Scale Neural Subset Selection
| null |
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B⊕LD: Boolean Logic Deep Learning
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Multiple Physics Pretraining for Spatiotemporal Surrogate Models
| null |
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| null |
[
"Haoqi Yuan",
"Yuhui Fu",
"Feiyang Xie",
"Zongqing Lu"
] |
Pre-Trained Multi-Goal Transformers with Prompt Optimization for Efficient Online Adaptation
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https://openreview.net/forum?id=D6nlm2AYHi
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NaT
| null |
[
"Tianxu Li",
"Kun Zhu",
"Juan Li",
"Yang Zhang"
] |
Learning Distinguishable Trajectory Representation with Contrastive Loss
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https://openreview.net/forum?id=D4yRz3s7UL
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oral
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NaT
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https://github.com/oryany12/DeSparsify-Adversarial-Attack
|
[
"Oryan Yehezkel",
"Alon Zolfi",
"Amit Baras",
"Yuval Elovici",
"Asaf Shabtai"
] |
DeSparsify: Adversarial Attack Against Token Sparsification Mechanisms
| 0 |
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https://openreview.net/forum?id=D4QgSWxiOb
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NaT
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[
"Boshi Wang",
"Xiang Yue",
"Yu Su",
"Huan Sun"
] |
Grokking of Implicit Reasoning in Transformers: A Mechanistic Journey to the Edge of Generalization
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https://openreview.net/forum?id=D2VK206HaJ
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NaT
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[
"Jiapeng Ji",
"Kun Wei",
"Ziqi Zhang",
"Cheng Deng"
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ACFun: Abstract-Concrete Fusion Facial Stylization
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https://openreview.net/forum?id=D0s29c5GvL
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NaT
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[
"Sifei Liu",
"Shalini De Mello",
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CosAE: Learnable Fourier Series for Image Restoration
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https://openreview.net/forum?id=D0DLlMOufv
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NaT
| null |
[
"Le Zhang",
"Jiayang Chen",
"Tao Shen",
"Yu Li",
"Siqi Sun"
] |
MSA Generation with Seqs2Seqs Pretraining: Advancing Protein Structure Predictions
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https://openreview.net/forum?id=CzPtBzgfae
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NaT
| null |
[
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"Eduard Gorbunov",
"Igor Sokolov",
"Ahmed Khaled",
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Don't Compress Gradients in Random Reshuffling: Compress Gradient Differences
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https://openreview.net/forum?id=CyCDqnrymT
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NaT
| null |
[
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"Ammar Belatreche",
"Wenjie Wei",
"Yichen Xiao",
"Haorui Zheng",
"Zijian Zhou",
"Malu Zhang",
"Yang Yang"
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Spike-based Neuromorphic Model for Sound Source Localization
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https://openreview.net/forum?id=Cjnirz5pan
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NaT
| null |
[
"Linglan Zhao",
"Xuerui Zhang",
"Ke Yan",
"Shouhong Ding",
"Weiran Huang"
] |
SAFE: Slow and Fast Parameter-Efficient Tuning for Continual Learning with Pre-Trained Models
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https://openreview.net/forum?id=ChnJ3W4HFG
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NaT
| null |
[
"Nathan Stromberg",
"Rohan Ayyagari",
"Sanmi Koyejo",
"Richard Nock",
"Lalitha Sankar"
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Enhancing Robustness of Last Layer Two-Stage Fair Model Corrections
| null |
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https://openreview.net/forum?id=CehOqpvOxG
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NaT
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[
"Peng Zhou",
"Rongwen Li",
"Liang Du"
] |
Fair Kernel K-Means: from Single Kernel to Multiple Kernel
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https://openreview.net/forum?id=CbtkDWZzDq
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NaT
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[
"Giung Nam",
"Juho Lee"
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Ex Uno Pluria: Insights on Ensembling in Low Precision Number Systems
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https://openreview.net/forum?id=Cb1Md0RvqF
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NeurIPS2024
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NaT
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https://github.com/simofoti/uv3-ted
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[
"Simone Foti",
"Stefanos Zafeiriou",
"Tolga Birdal"
] |
UV-free Texture Generation with Denoising and Geodesic Heat Diffusion
| 41 |
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https://openreview.net/forum?id=CVpuVe1N22
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NaT
| null |
[
"Zhiyuan Hu",
"Chumin Liu",
"Xidong Feng",
"Yilun Zhao",
"See-Kiong Ng",
"Anh Tuan Luu",
"Junxian He",
"Pang Wei Koh",
"Bryan Hooi"
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Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in LLMs
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NaT
| null |
[
"Zenan Li",
"Zhi Zhou",
"Yuan Yao",
"Xian Zhang",
"Yu-Feng Li",
"Chun Cao",
"Fan Yang",
"Xiaoxing Ma"
] |
Neuro-Symbolic Data Generation for Math Reasoning
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https://openreview.net/forum?id=CIHdlhfrOo
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NaT
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[
"Ruize Zhang",
"Sheng Tang",
"Juan Cao"
] |
Self-Supervised Adversarial Training via Diverse Augmented Queries and Self-Supervised Double Perturbation
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NaT
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[
"Tianjing Zhang",
"Yuhui Quan",
"Hui Ji"
] |
Cross-Scale Self-Supervised Blind Image Deblurring via Implicit Neural Representation
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[
"Renato Paes Leme",
"Georgios Piliouras",
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Convergence of No-Swap-Regret Dynamics in Self-Play
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[
"Yunzhe Hu",
"Difan Zou",
"Dong Xu"
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An In-depth Investigation of Sparse Rate Reduction in Transformer-like Models
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NaT
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[
"Zijian Gao",
"Xingxing Zhang",
"Kele Xu",
"Xinjun Mao",
"Huaimin Wang"
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Stabilizing Zero-Shot Prediction: A Novel Antidote to Forgetting in Continual Vision-Language Tasks
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NaT
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[
"Haiyun Yao",
"Zongbo Han",
"Huazhu Fu",
"Xi Peng",
"Qinghua Hu",
"Changqing Zhang"
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Out-Of-Distribution Detection with Diversification (Provably)
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NaT
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https://github.com/davidfanzz/scmoe
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[
"Chufan Shi",
"Cheng Yang",
"Xinyu Zhu",
"Jiahao Wang",
"Taiqiang Wu",
"Siheng Li",
"Deng Cai",
"Yujiu Yang",
"Yu Meng"
] |
Unchosen Experts Can Contribute Too: Unleashing MoE Models’ Power by Self-Contrast
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NaT
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[
"KE LIANG",
"Yue Liu",
"Hao Li",
"Lingyuan Meng",
"Suyuan Liu",
"Siwei Wang",
"sihang zhou",
"Xinwang Liu"
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Clustering then Propagation: Select Better Anchors for Knowledge Graph Embedding
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[
"Lisha Chen",
"A F M Saif",
"Yanning Shen",
"Tianyi Chen"
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FERERO: A Flexible Framework for Preference-Guided Multi-Objective Learning
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[
"Xianghua Zeng",
"Hao Peng",
"Angsheng Li"
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Effective Exploration Based on the Structural Information Principles
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[
"Alexander W. Levis",
"Gabriel Loewinger",
"Francisco Pereira"
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Causal Inference in the Closed-Loop: Marginal Structural Models for Sequential Excursion Effects
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[
"Amelia Johnson",
"Michael A Buice",
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A Unifying Normative Framework of Decision Confidence
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[
"Xingyu Zhou",
"WEI ZHANG"
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Locally Private and Robust Multi-Armed Bandits
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[
"Yinuo Jiang",
"Tang Xiuchuan",
"Cheng Cheng",
"Ye Yuan"
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A robust inlier identification algorithm for point cloud registration via ℓ_0-minimization
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[
"Chaoyi Pan",
"Zeji Yi",
"Guanya Shi",
"Guannan Qu"
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Model-based Diffusion for Trajectory Optimization
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[
"Yixin Ren",
"Yewei Xia",
"Hao Zhang",
"Jihong Guan",
"Shuigeng Zhou"
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Efficiently Learning Significant Fourier Feature Pairs for Statistical Independence Testing
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[
"Samy Tafasca",
"Anshul Gupta",
"Victor Bros",
"Jean-marc Odobez"
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Toward Semantic Gaze Target Detection
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[
"Runze Yang",
"Longbing Cao",
"JIE YANG",
"li jianxun"
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Rethinking Fourier Transform from A Basis Functions Perspective for Long-term Time Series Forecasting
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[
"Dorian Baudry",
"Hugo Richard",
"Maria Cherifa",
"Vianney Perchet",
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Optimizing the coalition gain in Online Auctions with Greedy Structured Bandits
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NaT
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[
"Zhenyi Wang",
"Heng Huang"
] |
Model Sensitivity Aware Continual Learning
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https://openreview.net/forum?id=B4k2TecKT2
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NaT
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[
"Zheng Zhang",
"Wei Song",
"Qi Liu",
"Qingyang Mao",
"Yiyan Wang",
"Weibo Gao",
"Zhenya Huang",
"Shijin Wang",
"Enhong Chen"
] |
Towards Accurate and Fair Cognitive Diagnosis via Monotonic Data Augmentation
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NaT
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[
"Taiyu Ban",
"Lyuzhou Chen",
"Xiangyu Wang",
"Xin Wang",
"Derui Lyu",
"Huanhuan Chen"
] |
Differentiable Structure Learning with Partial Orders
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[
"Tehila Dahan",
"Kfir Yehuda Levy"
] |
SLowcalSGD : Slow Query Points Improve Local-SGD for Stochastic Convex Optimization
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[
"Donghao Luo",
"Xue Wang"
] |
DeformableTST: Transformer for Time Series Forecasting without Over-reliance on Patching
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NaT
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[
"Junyi Cao",
"Shanyan Guan",
"Yanhao Ge",
"Wei Li",
"Xiaokang Yang",
"Chao Ma"
] |
NeuMA: Neural Material Adaptor for Visual Grounding of Intrinsic Dynamics
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https://openreview.net/forum?id=AqcPvWwktK
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oral
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NaT
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[
"Ximing Li",
"Silong Liang",
"Changchun Li",
"pengfei wang",
"Fangming Gu"
] |
Semi-supervised Multi-label Learning with Balanced Binary Angular Margin Loss
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https://openreview.net/forum?id=AoEeBqP8AD
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NaT
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[
"Feng Xiao",
"Jicong Fan"
] |
Unsupervised Anomaly Detection in The Presence of Missing Values
| null |
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https://openreview.net/forum?id=AkiPax5SXu
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NaT
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[
"Shinji Ito"
] |
On the Minimax Regret for Contextual Linear Bandits and Multi-Armed Bandits with Expert Advice
| null |
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NaT
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[
"Thomas Edward Yerxa",
"Jenelle Feather",
"Eero P Simoncelli",
"SueYeon Chung"
] |
Contrastive-Equivariant Self-Supervised Learning Improves Alignment with Primate Visual Area IT
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NaT
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[
"Kseniya Cherenkova",
"Elona Dupont",
"Anis Kacem",
"Gleb A Gusev",
"Djamila Aouada"
] |
SpelsNet: Surface Primitive Elements Segmentation by B-Rep Graph Structure Supervision
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NaT
| null |
[
"mengxi Chen",
"Fei Zhang",
"Zihua Zhao",
"Jiangchao Yao",
"Ya Zhang",
"Yanfeng Wang"
] |
Probabilistic Conformal Distillation for Enhancing Missing Modality Robustness
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NaT
| null |
[
"Su Zheng",
"Zhengqi Gao",
"Fan-Keng Sun",
"Duane S Boning",
"Bei Yu",
"Martin D. Wong"
] |
Improving Neural ODE Training with Temporal Adaptive Batch Normalization
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NaT
| null |
[
"Lifeng Qiao",
"Peng Ye",
"Yuchen Ren",
"Weiqiang Bai",
"chaoqi liang",
"Xinzhu Ma",
"Nanqing Dong",
"Wanli Ouyang"
] |
Model Decides How to Tokenize: Adaptive DNA Sequence Tokenization with MxDNA
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NaT
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[
"Julia B Nakhleh",
"Joseph Shenouda",
"Robert D Nowak"
] |
A New Neural Kernel Regime: The Inductive Bias of Multi-Task Learning
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NaT
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[
"Anshul Gupta",
"Samy Tafasca",
"Arya Farkhondeh",
"Pierre Vuillecard",
"Jean-marc Odobez"
] |
MTGS: A Novel Framework for Multi-Person Temporal Gaze Following and Social Gaze Prediction
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
|
https://github.com/alexdenker/deft
|
[
"Alexander Denker",
"Francisco Vargas",
"Shreyas Padhy",
"Kieran Didi",
"Simon V Mathis",
"Riccardo Barbano",
"Vincent Dutordoir",
"Emile Mathieu",
"Urszula Julia Komorowska",
"Pietro Lio"
] |
DEFT: Efficient Fine-tuning of Diffusion Models by Learning the Generalised h-transform
| 2 |
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