Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Neural Information Processing Systems Foundation, Inc. (NeurIPS)

From News to Forecast: Integrating Event Analysis in LLM-Based Time Series Forecasting with Reflection

Xinlei Wang, Maike Feng, Jing Qiu, Jinjin Gu, Junhua Zhao p58118-58153 from Advances in Neural Information Processing Systems 37

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From Noise to Narrative: Tracing the Origins of Hallucinations in Transformers

Praneet Suresh, Jack Stanley, Sonia Joseph, Luca Scimeca, Danilo Bzdok p25507-25544 from Advances in Neural Information Processing Systems 38

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

From Objects to Anywhere: A Holistic Benchmark for Multi-level Visual Grounding in 3D Scenes

Tianxu Wang, Zhuofan Zhang, Ziyu Zhu, Yue Fan, Jing Xiong, Pengxiang Li, Xiaojian (Shawn) Ma, Qing Li p30457-30498 from Advances in Neural Information Processing Systems 38

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

From Pixels to UI Actions: Learning to Follow Instructions via Graphical User Interfaces

Peter Shaw, Mandar Joshi, James Cohan, Jonathan Berant, Panupong Pasupat, Hexiang Hu, Urvashi Khandelwal, Kenton Lee, Kristina N Toutanova p34354-34370 from Advances in Neural Information Processing Systems 36

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

From Pixels to Views: Learning Angular-Aware and Physics-Consistent Representations for Light Field Microscopy

Feng He, Guodong Tan, Qiankun Li, Jun Yu, Quan Wen p166564-166592 from Advances in Neural Information Processing Systems 38

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

From Play to Replay: Composed Video Retrieval for Temporally Fine-Grained Videos

Animesh Gupta, Jay Parmar, Ishan Rajendrakumar Dave, Mubarak Shah p147996-148011 from Advances in Neural Information Processing Systems 38

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

From Pose to Muscle: Multimodal Learning for Piano Hand Muscle Electromyography

RUOFAN LIU, YICHEN PENG, Takanori Oku, Chen-Chieh Liao, Erwin Wu, Shinichi Furuya, Hideki Koike p128091-128120 from Advances in Neural Information Processing Systems 38

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From Pretraining to Pathology: How Noise Leads to Catastrophic Inheritance in Medical Models

HAO SUN, Zhongyi Han, Hao Chen, Jindong Wang, Xin Gao, Yilong Yin p102612-102640 from Advances in Neural Information Processing Systems 38

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

From Programs to Poses: Factored Real-World Scene Generation via Learned Program Libraries

Joy Hsu, Emily Jin, Jiajun Wu, Niloy Mitra p129519-129547 from Advances in Neural Information Processing Systems 38

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

From Replication to Redesign: Exploring Pairwise Comparisons for LLM-Based Peer Review

Yaohui Zhang, Haijing ZHANG, Wenlong Ji, Tianyu Hua, Nick Haber, Hancheng Cao, Weixin Liang p13115-13142 from Advances in Neural Information Processing Systems 38

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From Self-Check to Consensus: Bayesian Strategic Decoding in Large Language Models

Weitong Zhang, Chengqi Zang, Bernhard Kainz p56870-56912 from Advances in Neural Information Processing Systems 38

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

From Sequence to Structure: Uncovering Substructure Reasoning in Transformers

Xinnan Dai, Kai Yang, Jay Revolinsky, Kai Guo, Aoran Wang, Bohang Zhang, Jiliang Tang p84593-84622 from Advances in Neural Information Processing Systems 38

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

From Shortcut to Induction Head: How Data Diversity Shapes Algorithm Selection in Transformers

Ryotaro Kawata, Yujin Song, Alberto Bietti, Naoki Nishikawa, Taiji Suzuki, Samuel Vaiter, Denny Wu p77471-77508 from Advances in Neural Information Processing Systems 38

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

From Similarity to Superiority: Channel Clustering for Time Series Forecasting

Jialin Chen, Jan Eric Lenssen, Aosong Feng, Weihua Hu, Matthias Fey, Leandros Tassiulas, Jure Leskovec, Rex Ying p130635-130663 from Advances in Neural Information Processing Systems 37

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From Softmax to Score: Transformers Can Effectively Implement In-Context Denoising Steps

Paul Rosu, Lawrence Carin, Xiang Cheng p158658-158681 from Advances in Neural Information Processing Systems 38

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

From Specificity to Generality: Revisiting Generalizable Artifacts in Detecting Face Deepfakes

Long Ma, Zhiyuan Yan, Jin Xu, Yize Chen, Qinglang Guo, Zhen Bi, Yong Liao, hui lin p77257-77295 from Advances in Neural Information Processing Systems 38

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

From stability of Langevin diffusion to convergence of proximal MCMC for non-log-concave sampling

Marien Renaud, Valentin De Bortoli, Arthur Leclaire, Nicolas Papadakis p128307-128371 from Advances in Neural Information Processing Systems 38

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From Style to Facts: Mapping the Boundaries of Knowledge Injection with Finetuning

Eric Zhao, Pranjal Awasthi, Nika Haghtalab p110619-110648 from Advances in Neural Information Processing Systems 38

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From Synapses to Dynamics: Obtaining Function from Structure in a Connectome Constrained Model of the Head Direction Circuit

Sunny Duan, Ling L. Dong, Ila Fiete p142300-142327 from Advances in Neural Information Processing Systems 38

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

From Tempered to Benign Overfitting in ReLU Neural Networks

Guy Kornowski, Gilad Yehudai, Ohad Shamir p58011-58046 from Advances in Neural Information Processing Systems 36

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

From Text to Trajectory: Exploring Complex Constraint Representation and Decomposition in Safe Reinforcement Learning

Pusen Dong, Tianchen Zhu, Yue Qiu, Haoyi Zhou, Jianxin Li p125635-125662 from Advances in Neural Information Processing Systems 37

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From Trainable Negative Depth to Edge Heterophily in Graphs

Yuchen Yan, Yuzhong Chen, Huiyuan Chen, Minghua Xu, Mahashweta Das, Hao Yang, Hanghang Tong p70162-70178 from Advances in Neural Information Processing Systems 36

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$From Transparent to Opaque: Rethinking Neural Implicit Surfaces with $\alpha$-NeuS$

Neural Information Processing Systems Foundation, Inc. (NeurIPS)

From Transparent to Opaque: Rethinking Neural Implicit Surfaces with $\alpha$-NeuS

Haoran Zhang, Junkai Deng, Xuhui Chen, Fei Hou, Wencheng Wang, Hong Qin, Chen Qian, Ying He p28078-28102 from Advances in Neural Information Processing Systems 37

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

From Trojan Horses to Castle Walls: Unveiling Bilateral Data Poisoning Effects in Diffusion Models

Zhuoshi Pan, Yuguang Yao, Gaowen Liu, Bingquan Shen, H. Zhao, Ramana Kompella, Sijia Liu p82265-82295 from Advances in Neural Information Processing Systems 37

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

From News to Forecast: Integrating Event Analysis in LLM-Based Time Series Forecasting with Reflection

From Noise to Narrative: Tracing the Origins of Hallucinations in Transformers

From Objects to Anywhere: A Holistic Benchmark for Multi-level Visual Grounding in 3D Scenes

From Pixels to UI Actions: Learning to Follow Instructions via Graphical User Interfaces

From Pixels to Views: Learning Angular-Aware and Physics-Consistent Representations for Light Field Microscopy

From Play to Replay: Composed Video Retrieval for Temporally Fine-Grained Videos

From Pose to Muscle: Multimodal Learning for Piano Hand Muscle Electromyography

From Pretraining to Pathology: How Noise Leads to Catastrophic Inheritance in Medical Models

From Programs to Poses: Factored Real-World Scene Generation via Learned Program Libraries

From Replication to Redesign: Exploring Pairwise Comparisons for LLM-Based Peer Review

From Self-Check to Consensus: Bayesian Strategic Decoding in Large Language Models

From Sequence to Structure: Uncovering Substructure Reasoning in Transformers

From Shortcut to Induction Head: How Data Diversity Shapes Algorithm Selection in Transformers

From Similarity to Superiority: Channel Clustering for Time Series Forecasting

From Softmax to Score: Transformers Can Effectively Implement In-Context Denoising Steps

From Specificity to Generality: Revisiting Generalizable Artifacts in Detecting Face Deepfakes

From stability of Langevin diffusion to convergence of proximal MCMC for non-log-concave sampling

From Style to Facts: Mapping the Boundaries of Knowledge Injection with Finetuning

From Synapses to Dynamics: Obtaining Function from Structure in a Connectome Constrained Model of the Head Direction Circuit

From Tempered to Benign Overfitting in ReLU Neural Networks

From Text to Trajectory: Exploring Complex Constraint Representation and Decomposition in Safe Reinforcement Learning

From Trainable Negative Depth to Edge Heterophily in Graphs

From Transparent to Opaque: Rethinking Neural Implicit Surfaces with $\alpha$-NeuS

From Trojan Horses to Castle Walls: Unveiling Bilateral Data Poisoning Effects in Diffusion Models

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