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NeurIPS.cc/2024/Conference
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NaT
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[
"Ting Guo",
"Da Wang",
"Jiye Liang",
"Kaihan Zhang",
"Jianchao Zeng"
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SpeAr: A Spectral Approach for Zero-Shot Node Classification
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https://openreview.net/forum?id=eOonmxzzno
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[
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Temporal Sentence Grounding with Relevance Feedback in Videos
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https://openreview.net/forum?id=eKVugi5zr0
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RoME: A Robust Mixed-Effects Bandit Algorithm for Optimizing Mobile Health Interventions
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https://openreview.net/forum?id=eKHQbgvL3G
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"Byungwoo Jeon",
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TrackIME: Enhanced Video Point Tracking via Instance Motion Estimation
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https://openreview.net/forum?id=eGIzeTmAtE
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https://openreview.net/forum?id=eC5qdC4ZTQ
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Unlock the Intermittent Control Ability of Model Free Reinforcement Learning
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https://openreview.net/forum?id=e5Mv7iWfVW
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[
"Yiting Chen",
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What Rotary Position Embedding Can Tell Us: Identifying Query and Key Weights Corresponding to Basic Syntactic or High-level Semantic Information
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https://openreview.net/forum?id=e57B7BfA2B
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[
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"Xubin Li",
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Exploring DCN-like architecture for fast image generation with arbitrary resolution
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https://openreview.net/forum?id=dtPIUXdJHY
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Generalization Analysis for Label-Specific Representation Learning
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https://openreview.net/forum?id=dsMSWUBN8f
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Not so griddy: Internal representations of RNNs path integrating more than one agent
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https://openreview.net/forum?id=drpJ7KOr3F
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
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[
"Jiazuo Yu",
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"Lu Zhang",
"Haiwen Diao",
"Yunzhi Zhuge",
"Lanqing HONG",
"Dong Wang",
"Huchuan Lu",
"You He",
"Long Chen"
] |
LLMs Can Evolve Continually on Modality for 𝕏-Modal Reasoning
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https://openreview.net/forum?id=dmhi2ydnXZ
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NaT
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[
"HaoChuan Xu",
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Scalable DBSCAN with Random Projections
| null |
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https://openreview.net/forum?id=diYnEYUbIU
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NaT
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[
"Duc Cao Dinh",
"Seok Joon Kim",
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Geometric Exploitation for Indoor Panoramic Semantic Segmentation
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https://openreview.net/forum?id=dg0hO4M11K
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[
"Xuyuan Liu",
"Yinghao Cai",
"Qihui Yang",
"Yujun Yan"
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Exploring Consistency in Graph Representations: from Graph Kernels to Graph Neural Networks
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https://openreview.net/forum?id=dYIqAZXQNV
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[
"Isaac Osafo Nkansah",
"Neil Gallagher",
"Ruchi Sandilya",
"Conor Liston",
"Logan Grosenick"
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Generalizing CNNs to graphs with learnable neighborhood quantization
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https://openreview.net/forum?id=dY4YGqvfgW
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[
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On Weak Regret Analysis for Dueling Bandits
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=dVqZ0a7LdP
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NeurIPS2024
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[
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ReMAP: Neural Model Reprogramming with Network Inversion and Retrieval-Augmented Mapping for Adaptive Motion Forecasting
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https://openreview.net/forum?id=dLr4H7Uj4H
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NeurIPS2024
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[
"Xi Zhang",
"Xiaolin Wu"
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Learning Optimal Lattice Vector Quantizers for End-to-end Neural Image Compression
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https://openreview.net/forum?id=dGaMSMeeF8
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[
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From Linear to Linearizable Optimization: A Novel Framework with Applications to Stationary and Non-stationary DR-submodular Optimization
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https://openreview.net/forum?id=dDDc3iNZA7
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[
"Yao Wu",
"Mingwei Xing",
"Yachao Zhang",
"Xiaotong Luo",
"Yuan Xie",
"Yanyun Qu"
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UniDSeg: Unified Cross-Domain 3D Semantic Segmentation via Visual Foundation Models Prior
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https://openreview.net/forum?id=dBynjEbAt0
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NeurIPS2024
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NaT
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[
"Fangyi Wang",
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Probabilistic size-and-shape functional mixed models
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https://openreview.net/forum?id=dB99jjwx3h
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oral
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[
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Learning Linear Causal Representations from General Environments: Identifiability and Intrinsic Ambiguity
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https://openreview.net/forum?id=d226uyWYUo
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NeurIPS2024
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[
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Knowledge Graph Completion by Intermediate Variables Regularization
| null |
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https://openreview.net/forum?id=d1XrZ4EINV
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[
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LeDex: Training LLMs to Better Self-Debug and Explain Code
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https://openreview.net/forum?id=cyJxphdw3B
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NaT
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[
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Can neural operators always be continuously discretized?
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https://openreview.net/forum?id=cw5mgd71jW
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Many-shot Jailbreaking
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https://openreview.net/forum?id=cqfE9eYMdP
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oral
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NeurIPS2024
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[
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"huanshuo dong",
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Neural Krylov Iteration for Accelerating Linear System Solving
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https://openreview.net/forum?id=cpklMJqZDE
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[
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Unrolled denoising networks provably learn to perform optimal Bayesian inference
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https://openreview.net/forum?id=co7DsOwcop
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[
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Structured Matrix Basis for Multivariate Time Series Forecasting with Interpretable Dynamics
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https://openreview.net/forum?id=cknAewsBhD
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[
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EGSST: Event-based Graph Spatiotemporal Sensitive Transformer for Object Detection
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https://openreview.net/forum?id=ciwOcmo8CC
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[
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IF-Font: Ideographic Description Sequence-Following Font Generation
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[
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Transformer Doctor: Diagnosing and Treating Vision Transformers
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Discretely beyond 1/e: Guided Combinatorial Algortihms for Submodular Maximization
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Extracting Training Data from Molecular Pre-trained Models
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[
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"Zhuoru Li",
"Sophia Pi",
"Zhao Song",
"Han Liu"
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On Statistical Rates and Provably Efficient Criteria of Latent Diffusion Transformers (DiTs)
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[
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Are Multiple Instance Learning Algorithms Learnable for Instances?
| null |
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Causal discovery with endogenous context variables
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[
"Dombry Clement",
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Distributional regression: CRPS-error bounds for model fitting, model selection and convex aggregation
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[
"Richard Nock",
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Generative Forests
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[
"Yao Ni",
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PACE: marrying the generalization of PArameter-efficient fine-tuning with Consistency rEgularization
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"Kai Hu",
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"Yuan Zhang",
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"Xieping Gao"
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One-to-Multiple: A Progressive Style Transfer Unsupervised Domain-Adaptive Framework for Kidney Tumor Segmentation
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[
"Shogo Iwazaki",
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No-Regret Bandit Exploration based on Soft Tree Ensemble Model
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[
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"Xue He",
"Wang Zhe Mark",
"Xulei Yang",
"Min Wu",
"Xue Geng"
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Training Binary Neural Networks via Gaussian Variational Inference and Low-Rank Semidefinite Programming
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[
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OW-VISCapTor: Abstractors for Open-World Video Instance Segmentation and Captioning
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[
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Boosting Transferability and Discriminability for Time Series Domain Adaptation
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[
"Yi-Chung Chen",
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StepbaQ: Stepping backward as Correction for Quantized Diffusion Models
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[
"Yue Wang",
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A Unified Principle of Pessimism for Offline Reinforcement Learning under Model Mismatch
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[
"Mingjia Li",
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"Jian Liang",
"Wei Li"
] |
Exploring Structured Semantic Priors Underlying Diffusion Score for Test-time Adaptation
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"Brian Hu Zhang",
"Ioannis Anagnostides",
"Gabriele Farina",
"Tuomas Sandholm"
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Efficient Φ-Regret Minimization with Low-Degree Swap Deviations in Extensive-Form Games
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"Runqian Wang",
"Soumya Ghosh",
"David Daniel Cox",
"Diego Antognini",
"Aude Oliva",
"Rogerio Feris",
"Leonid Karlinsky"
] |
Trans-LoRA: towards data-free Transferable Parameter Efficient Finetuning
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"Jianqiao Zhang",
"Caifeng Shan",
"Jungong Han"
] |
FedGMKD: An Efficient Prototype Federated Learning Framework through Knowledge Distillation and Discrepancy-Aware Aggregation
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"Yang-Tian Sun",
"Yi-Hua Huang",
"Lin Ma",
"Xiaoyang Lyu",
"Yan-Pei Cao",
"XIAOJUAN QI"
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Splatter a Video: Video Gaussian Representation for Versatile Processing
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[
"Tianlu Zhang",
"Kurt Debattista",
"Qiang Zhang",
"Guiguang Ding",
"Jungong Han"
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Revisiting motion information for RGB-Event tracking with MOT philosophy
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[
"Kent Gauen",
"Stanley H. Chan"
] |
Soft Superpixel Neighborhood Attention
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[
"Zhilin Zhao",
"Longbing Cao",
"Xuhui Fan",
"Wei-Shi Zheng"
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Revealing Distribution Discrepancy by Sampling Transfer in Unlabeled Data
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"Mikhail Baranchuk",
"Martin Strohmeier",
"Vijay Bolina",
"Philip Torr",
"Lewis Hammond",
"Christian Schroeder de Witt"
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Secret Collusion among AI Agents: Multi-Agent Deception via Steganography
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"Benjamin Ellis",
"Matthew Thomas Jackson",
"Andrei Lupu",
"Alexander D. Goldie",
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"Shimon Whiteson",
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Adam on Local Time: Addressing Nonstationarity in RL with Relative Adam Timesteps
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[
"Nicolás Astorga",
"Tennison Liu",
"Nabeel Seedat",
"Mihaela van der Schaar"
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Partially Observable Cost-Aware Active-Learning with Large Language Models
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[
"Qi Shen",
"Junchang Xin",
"Bing Tian Dai",
"Shudi Zhang",
"Zhiqiong Wang"
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Robust Sleep Staging over Incomplete Multimodal Physiological Signals via Contrastive Imagination
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[
"Feng Lu",
"Xinyao Zhang",
"Canming Ye",
"Shuting Dong",
"Lijun Zhang",
"Xiangyuan Lan",
"Chun Yuan"
] |
SuperVLAD: Compact and Robust Image Descriptors for Visual Place Recognition
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[
"Rashida Hakim",
"Ana-Andreea Stoica",
"Christos Papadimitriou",
"Mihalis Yannakakis"
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The Fairness-Quality Tradeoff in Clustering
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"Yiming Lei",
"Zilong Li",
"Junping Zhang",
"Hongming Shan"
] |
Denoising Diffusion Path: Attribution Noise Reduction with An Auxiliary Diffusion Model
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[
"Jiayun Wu",
"Jiashuo Liu",
"Peng Cui",
"Steven Wu"
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Bridging Multicalibration and Out-of-distribution Generalization Beyond Covariate Shift
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"Clement Louis Canonne",
"Qiping Yang"
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Entropy testing and its application to testing Bayesian networks
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[
"Borja G. León",
"Francesco Riccio",
"Kaushik Subramanian",
"Peter R. Wurman",
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Discovering Creative Behaviors through DUPLEX: Diverse Universal Features for Policy Exploration
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"Xiaoge Deng",
"Tao Sun",
"Shengwei Li",
"Dongsheng Li",
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Stability and Generalization of Asynchronous SGD: Sharper Bounds Beyond Lipschitz and Smoothness
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"Kai Li",
"Yifan Zang",
"Haobo Fu",
"QIANG FU",
"Junliang Xing",
"Jian Cheng"
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Opponent Modeling with In-context Search
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"Mikhail Sirotenko",
"Ming-Hsuan Yang",
"Tobias Weyand",
"Boqing Gong",
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Extending Video Masked Autoencoders to 128 frames
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"Daiqing Qi",
"Handong Zhao",
"Sheng Li"
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Easy Regional Contrastive Learning of Expressive Fashion Representations
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"Circe Hsu",
"Asilata Bapat",
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MatrixNet: Learning over symmetry groups using learned group representations
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"Qi Bi",
"Jingjun Yi",
"Hao Zheng",
"Haolan Zhan",
"Yawen Huang",
"Wei Ji",
"Yuexiang Li",
"Yefeng Zheng"
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Learning Frequency-Adapted Vision Foundation Model for Domain Generalized Semantic Segmentation
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"Zachery Boner",
"Harry Chen",
"Lesia Semenova",
"Ronald Parr",
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Using Noise to Infer Aspects of Simplicity Without Learning
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"xiaoyun xu",
"Zhuoran Liu",
"Stefanos Koffas",
"Shujian Yu",
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BAN: Detecting Backdoors Activated by Neuron Noise
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"Manh Cuong Dao",
"Phi Le Nguyen",
"Thao Nguyen Truong",
"Trong Nghia Hoang"
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Incorporating Surrogate Gradient Norm to Improve Offline Optimization Techniques
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"Xinyu Yuan",
"Zhihao Zhan",
"Zuobai Zhang",
"Manqi Zhou",
"Jianan Zhao",
"Boyu Han",
"Yue Li",
"Jian Tang"
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Cell ontology guided transcriptome foundation model
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"Miao Lu",
"Han Zhong",
"Tong Zhang",
"Jose Blanchet"
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Distributionally Robust Reinforcement Learning with Interactive Data Collection: Fundamental Hardness and Near-Optimal Algorithms
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"Drago Plecko",
"Elias Bareinboim"
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Mind the Gap: A Causal Perspective on Bias Amplification in Prediction Decision-Making
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"Xin Hu",
"Xiaole Tang",
"Ruixuan Yu",
"Jian Sun"
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Learning 3D Equivariant Implicit Function with Patch-Level Pose-Invariant Representation
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"Yen-Ju Lu",
"Jing Liu",
"Thomas Thebaud",
"Laureano Moro-Velazquez",
"Ariya Rastrow",
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"Jesus Villalba"
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CA-SSLR: Condition-Aware Self-Supervised Learning Representation for Generalized Speech Processing
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"Yonghan Jung",
"Jin Tian",
"Elias Bareinboim"
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Unified Covariate Adjustment for Causal Inference
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"Leena Chennuru Vankadara",
"Jin Xu",
"Moritz Haas",
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On Feature Learning in Structured State Space Models
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"Wenjun Zhang",
"Liangxiao Jiang",
"Chaoqun Li"
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IWBVT: Instance Weighting-based Bias-Variance Trade-off for Crowdsourcing
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"Ge Yan",
"Mengfei Ran",
"Ruocheng Wang",
"Kaisen Pan",
"Junchi Yan"
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Rethinking Parity Check Enhanced Symmetry-Preserving Ansatz
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"Qi Bi",
"Jingjun Yi",
"Hao Zheng",
"Wei Ji",
"Haolan Zhan",
"Yawen Huang",
"Yuexiang Li",
"Yefeng Zheng"
] |
Samba: Severity-aware Recurrent Modeling for Cross-domain Medical Image Grading
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"Xuechen Zhang",
"Zijian Huang",
"Ege Onur Taga",
"Carlee Joe-Wong",
"Samet Oymak",
"Jiasi Chen"
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Efficient Contextual LLM Cascades through Budget-Constrained Policy Learning
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"Davide Maran",
"Francesco Bacchiocchi",
"Francesco Emanuele Stradi",
"Matteo Castiglioni",
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"Marcello Restelli"
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Bandits with Ranking Feedback
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"Shaurya Rajat Dewan",
"Rushikesh Zawar",
"Prakanshul Saxena",
"Yingshan Chang",
"Andrew Luo",
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] |
Diffusion PID: Interpreting Diffusion via Partial Information Decomposition
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"Zipeng Xiao",
"Siqi Kou",
"Zhongkai Hao",
"Bokai Lin",
"Zhijie Deng"
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Amortized Fourier Neural Operators
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"Andis Draguns",
"Andrew Gritsevskiy",
"Sumeet Ramesh Motwani",
"Christian Schroeder de Witt"
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Unelicitable Backdoors via Cryptographic Transformer Circuits
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"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"
] |
SceneDiffuser: Efficient and Controllable Driving Simulation Initialization and Rollout
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"Taejong Joo",
"Diego Klabjan"
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Improving self-training under distribution shifts via anchored confidence with theoretical guarantees
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[
"Zhen Zhang",
"Xiaohong Chen",
"Limei Liu",
"Jie Chen",
"Junyu Huang",
"Qilong Feng"
] |
Parameterized Approximation Schemes for Fair-Range Clustering
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[
"Fuli Qiao",
"Mehrdad Mahdavi"
] |
Learn more, but bother less: parameter efficient continual learning
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[
"Abhineet Agarwal",
"Anish Agarwal",
"Lorenzo Masoero",
"Justin Whitehouse"
] |
Mutli-Armed Bandits with Network Interference
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"Wuxuan Shi",
"Mang Ye"
] |
Prospective Representation Learning for Non-Exemplar Class-Incremental Learning
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[
"Tian Lan",
"Wenwei Zhang",
"Chen Xu",
"Heyan Huang",
"Dahua Lin",
"Kai Chen",
"Xian-Ling Mao"
] |
CriticEval: Evaluating Large-scale Language Model as Critic
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[
"Yachao Liang",
"Min Yu",
"Gang Li",
"Jianguo Jiang",
"Boquan Li",
"Feng Yu",
"Ning Zhang",
"Xiang Meng",
"Weiqing Huang"
] |
SpeechForensics: Audio-Visual Speech Representation Learning for Face Forgery Detection
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NaT
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[
"Xuefeng Liu",
"Fangfang Xia",
"Rick L. Stevens",
"Yuxin Chen"
] |
Contextual Active Model Selection
| null |
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZgDNrpS46k
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Atli Kosson",
"Bettina Messmer",
"Martin Jaggi"
] |
Analyzing Reducing the Need for Learning Rate Warmup in GPT Training
| null |
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=ZfRGRK5Kxl
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Maitreya Patel",
"Naga Sai Abhiram kusumba",
"Sheng Cheng",
"Changhoon Kim",
"Tejas Gokhale",
"Chitta Baral",
"Yezhou Yang"
] |
TripletCLIP: Improving Compositional Reasoning of CLIP via Synthetic Vision-Language Negatives
| null |
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