Datasets:
IAMJB
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paper_conference_aggregate

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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=YkSKZEhIYt
poster
2405.11416
Discrete-state Continuous-time Diffusion for Graph Generation
[ "Zhe Xu", "Ruizhong Qiu", "Yuzhong Chen", "Huiyuan Chen", "Xiran Fan", "Menghai Pan", "Zhichen Zeng", "Mahashweta Das", "Hanghang Tong" ]
[ "https://github.com/pricexu/disco" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=YkJ5BuEXdD
poster
2405.19534
Preference Learning Algorithms Do Not Learn Preference Rankings
[ "Angelica Chen", "Sadhika Malladi", "Lily H Zhang", "Xinyi Chen", "Qiuyi Zhang", "Rajesh Ranganath", "Kyunghyun Cho" ]
https://huggingface.co/papers/2405.19534
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=YjZ6fQAvT7
poster
TreeVI: Reparameterizable Tree-structured Variational Inference for Instance-level Correlation Capturing
[ "Junxi Xiao", "Qinliang Su" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=YiYww1d3lE
poster
2407.04603
AWT: Transferring Vision-Language Models via Augmentation, Weighting, and Transportation
[ "Yuhan Zhu", "Yuyang Ji", "Zhiyu Zhao", "Gangshan Wu", "Limin Wang" ]
[ "https://github.com/MCG-NJU/AWT" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Yhd0yzC8yD
poster
Linearly Decomposing and Recomposing Vision Transformers for Diverse-Scale Models
[ "Shuxia Lin", "Miaosen Zhang", "Ruiming Chen", "Xu Yang", "Qiufeng Wang", "Xin Geng" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=YgJPQW0lkO
oral
Graph-based Uncertainty Metrics for Long-form Language Model Generations
[ "Mingjian Jiang", "Yangjun Ruan", "Prasanna Sattigeri", "Salim Roukos", "Tatsunori Hashimoto" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=YfVMcbcDqo
poster
2409.20409
Physics-Regularized Multi-Modal Image Assimilation for Brain Tumor Localization
[ "Michal Balcerak", "Tamaz Amiranashvili", "Andreas Wagner", "Jonas Weidner", "Petr Karnakov", "Johannes C. Paetzold", "Ivan Ezhov", "Petros Koumoutsakos", "Benedikt Wiestler", "bjoern menze" ]
[ "https://github.com/m1balcerak/PhysRegTumor" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=YfQA78gEFA
poster
2410.04968
Collaboration! Towards Robust Neural Methods for Routing Problems
[ "Jianan Zhou", "Yaoxin Wu", "Zhiguang Cao", "Wen Song", "Jie Zhang", "Zhiqi Shen" ]
[ "https://github.com/RoyalSkye/Routing-CNF" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=YfLzYczAo3
poster
2411.01088
CRONOS: Enhancing Deep Learning with Scalable GPU Accelerated Convex Neural Networks
[ "Miria Feng", "Zachary Frangella", "Mert Pilanci" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Ye0O4Nyn21
poster
2405.15701
realSEUDO for real-time calcium imaging analysis
[ "Iuliia Dmitrieva", "Sergey Babkin", "Adam Shabti Charles" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=YdfZP7qMzp
poster
2408.15241
GenRec: Unifying Video Generation and Recognition with Diffusion Models
[ "Zejia Weng", "Xitong Yang", "Zhen Xing", "Zuxuan Wu", "Yu-Gang Jiang" ]
[ "https://github.com/wengzejia1/genrec" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=YbxFwaSA9Z
oral
2407.07082
Can Learned Optimization Make Reinforcement Learning Less Difficult?
[ "Alexander D. Goldie", "Chris Lu", "Matthew Thomas Jackson", "Shimon Whiteson", "Jakob Nicolaus Foerster" ]
[ "https://github.com/alexgoldie/rl-learned-optimization" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=YbsvNFD21C
poster
2410.23937
Robust Sparse Regression with Non-Isotropic Designs
[ "Chih-Hung Liu", "Gleb Novikov" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=YbhHz0X2j5
poster
2411.09153
VidMan: Exploiting Implicit Dynamics from Video Diffusion Model for Effective Robot Manipulation
[ "Youpeng Wen", "Junfan Lin", "Yi Zhu", "Jianhua Han", "Hang Xu", "Shen Zhao", "Xiaodan Liang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=YawXY6mWiK
poster
A Full-duplex Speech Dialogue Scheme Based On Large Language Model
[ "Peng Wang", "Songshuo Lu", "Yaohua Tang", "Sijie Yan", "Wei Xia", "Yuanjun Xiong" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=YaPhvbGqwO
poster
Mitigating Partial Observability in Decision Processes via the Lambda Discrepancy
[ "Cameron Allen", "Aaron T. Kirtland", "Ruo Yu Tao", "Sam Lobel", "Daniel Scott", "Nicholas Petrocelli", "Omer Gottesman", "Ronald Parr", "Michael Littman", "George Konidaris" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=YYnP3Xpv3y
poster
2402.08090
Learning Neural Contracting Dynamics: Extended Linearization and Global Guarantees
[ "Sean Jaffe", "Alexander Davydov", "Deniz Lapsekili", "Ambuj Singh", "Francesco Bullo" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=YYY5lzE547
poster
2405.18568
Warm-starting Push-Relabel
[ "Sami Davies", "Sergei Vassilvitskii", "Yuyan Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=YYJojVBCcd
poster
2402.12789
Fairness without Harm: An Influence-Guided Active Sampling Approach
[ "Jinlong Pang", "Jialu Wang", "Zhaowei Zhu", "Yuanshun Yao", "Chen Qian", "Yang Liu" ]
[ "https://github.com/ucsc-real/fairnesswithoutharm" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=YXQW4qQe2U
poster
2403.09123
Optimal Top-Two Method for Best Arm Identification and Fluid Analysis
[ "Agniv Bandyopadhyay", "Sandeep Kumar Juneja", "Shubhada Agrawal" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=YWTpmLktMj
poster
2402.10360
Transductive Learning is Compact
[ "Julian Asilis", "Siddartha Devic", "Shaddin Dughmi", "Vatsal Sharan", "Shang-Hua Teng" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=YVXzZNxcag
poster
2405.17969
Knowledge Circuits in Pretrained Transformers
[ "Yunzhi Yao", "Ningyu Zhang", "Zekun Xi", "Mengru Wang", "Ziwen Xu", "Shumin Deng", "Huajun Chen" ]
https://huggingface.co/papers/2405.17969
[ "https://github.com/zjunlp/knowledgecircuits" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=YTHJ8O6SCB
poster
2403.13438
SpatialPIN: Enhancing Spatial Reasoning Capabilities of Vision-Language Models through Prompting and Interacting 3D Priors
[ "Chenyang Ma", "Kai Lu", "Ta-Ying Cheng", "Niki Trigoni", "Andrew Markham" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=YSs1z5udBY
poster
2403.09613
Reawakening knowledge: Anticipatory recovery from catastrophic interference via structured training
[ "Yanlai Yang", "Matt Jones", "Michael Curtis Mozer", "Mengye Ren" ]
[ "https://github.com/agentic-learning-ai-lab/anticipatory-recovery-public" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=YRemB4naKK
poster
2405.14183
Deterministic Policies for Constrained Reinforcement Learning in Polynomial Time
[ "Jeremy McMahan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=YPqHSTSoFs
poster
2410.17599
Cross-model Control: Improving Multiple Large Language Models in One-time Training
[ "Jiayi Wu", "Hao Sun", "Hengyi Cai", "Lixin Su", "Shuaiqiang Wang", "Dawei Yin", "Xiang Li", "Ming Gao" ]
https://huggingface.co/papers/2410.17599
[ "https://github.com/wujwyi/cmc" ]
[]
[ "wuqiong1/deltamodel-110M", "wuqiong1/deltamodel-42M", "wuqiong1/deltamodel-15M" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=YOUh3lgRYI
poster
2410.15312
Synergistic Dual Spatial-aware Generation of Image-to-text and Text-to-image
[ "Yu Zhao", "Hao Fei", "Xiangtai Li", "Libo Qin", "Jiayi Ji", "Hongyuan Zhu", "Meishan Zhang", "Min Zhang", "Jianguo Wei" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=YOBGdVaYTS
poster
Initialization is Critical to Whether Transformers Fit Composite Functions by Reasoning or Memorizing
[ "Zhongwang Zhang", "Pengxiao Lin", "Zhiwei Wang", "Yaoyu Zhang", "Zhi-Qin John Xu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=YO6GVPUrKN
poster
2406.02234
On the Limitations of Fractal Dimension as a Measure of Generalization
[ "Charlie Tan", "Inés García-Redondo", "Qiquan Wang", "Michael M. Bronstein", "Anthea Monod" ]
[ "https://github.com/charliebtan/fractal_dimensions" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=YNx7ai4zTs
poster
2405.12523
Single Image Unlearning: Efficient Machine Unlearning in Multimodal Large Language Models
[ "Jiaqi Li", "Qianshan Wei", "Chuanyi Zhang", "Guilin Qi", "Miaozeng Du", "Yongrui Chen", "Sheng Bi", "Fan Liu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=YNRYWZHmKY
poster
2410.00321
A Cat Is A Cat (Not A Dog!): Unraveling Information Mix-ups in Text-to-Image Encoders through Causal Analysis and Embedding Optimization
[ "Chieh-Yun Chen", "Chiang Tseng", "Li-Wu Tsao", "Hong-Han Shuai" ]
[ "https://github.com/basiclab/unraveling-information-mix-ups" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=YIxKeHQZpi
poster
2409.04095
UNIT: Unifying Image and Text Recognition in One Vision Encoder
[ "Yi Zhu", "Zhou Yanpeng", "Chunwei Wang", "Yang Cao", "Jianhua Han", "Lu Hou", "Hang Xu" ]
https://huggingface.co/papers/2409.04095
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=YIOvR40hSo
poster
2410.24203
DiffPano: Scalable and Consistent Text to Panorama Generation with Spherical Epipolar-Aware Diffusion
[ "Weicai Ye", "Chenhao Ji", "Zheng Chen", "Junyao Gao", "Xiaoshui Huang", "Song-Hai Zhang", "Wanli Ouyang", "Tong He", "Cairong Zhao", "Guofeng Zhang" ]
[ "https://github.com/zju3dv/diffpano" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=YIB7REL8UC
poster
2405.15943
Transformers Represent Belief State Geometry in their Residual Stream
[ "Adam Shai", "Paul M. Riechers", "Lucas Teixeira", "Alexander Gietelink Oldenziel", "Sarah Marzen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=YGTVEmBXtV
poster
2404.16811
Make Your LLM Fully Utilize the Context
[ "Shengnan An", "Zexiong Ma", "Zeqi Lin", "Nanning Zheng", "Jian-Guang Lou", "Weizhu Chen" ]
https://huggingface.co/papers/2404.16811
[ "https://github.com/microsoft/FILM" ]
[]
[ "In2Training/FILM-7B", "RichardErkhov/In2Training_-_FILM-7B-gguf" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=YEtirXhsh1
poster
Towards Learning Group-Equivariant Features for Domain Adaptive 3D Detection
[ "Sangyun Shin", "Yuhang He", "Madhu Vankadari", "Ta-Ying Cheng", "Qian Xie", "Andrew Markham", "Niki Trigoni" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=YCS0xGFrb4
poster
2404.04920
Regularized Conditional Diffusion Model for Multi-Task Preference Alignment
[ "Xudong Yu", "Chenjia Bai", "Haoran He", "Changhong Wang", "Xuelong Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=YCKuXkw6UL
oral
2411.06307
Acoustic Volume Rendering for Neural Impulse Response Fields
[ "Zitong Lan", "Chenhao Zheng", "Zhiwei Zheng", "Mingmin Zhao" ]
https://huggingface.co/papers/2411.06307
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=YAEKMFZyJm
poster
2406.02366
Finding NeMo: Localizing Neurons Responsible For Memorization in Diffusion Models
[ "Dominik Hintersdorf", "Lukas Struppek", "Kristian Kersting", "Adam Dziedzic", "Franziska Boenisch" ]
[ "https://github.com/ml-research/localizing_memorization_in_diffusion_models" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Y8YVCOMEpz
oral
2411.10741
MetaLA: Unified Optimal Linear Approximation to Softmax Attention Map
[ "Yuhong Chou", "Man Yao", "Kexin Wang", "Yuqi Pan", "Rui-Jie Zhu", "Jibin Wu", "Yiran Zhong", "Yu Qiao", "Bo XU", "Guoqi Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Y841BRW9rY
poster
2407.12784
AgentPoison: Red-teaming LLM Agents via Poisoning Memory or Knowledge Bases
[ "Zhaorun Chen", "Zhen Xiang", "Chaowei Xiao", "Dawn Song", "Bo Li" ]
https://huggingface.co/papers/2407.12784
[ "https://github.com/BillChan226/AgentPoison" ]
[]
[ "Zhaorun/LLaMA-2-Agent-Driver-Motion-Planner" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Y7HPB7pL1f
poster
Interactive Deep Clustering via Value Mining
[ "Honglin Liu", "Peng Hu", "Changqing Zhang", "Yunfan Li", "Xi Peng" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Y79L45D5ts
poster
2410.20688
Reprogramming Pretrained Target-Specific Diffusion Models for Dual-Target Drug Design
[ "Xiangxin Zhou", "Jiaqi Guan", "Yijia Zhang", "Xingang Peng", "Liang Wang", "Jianzhu Ma" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Y6RV6z98Pk
poster
SampDetox: Black-box Backdoor Defense via Perturbation-based Sample Detoxification
[ "Yanxin Yang", "Chentao Jia", "DengKe Yan", "Ming Hu", "Tianlin Li", "Xiaofei Xie", "Xian Wei", "Mingsong Chen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Y5DPSJzpra
poster
Harnessing small projectors and multiple views for efficient vision pretraining
[ "Arna Ghosh", "Kumar Krishna Agrawal", "Shagun Sodhani", "Adam Oberman", "Blake Aaron Richards" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Y58T1MQhh6
poster
Fast Rates in Stochastic Online Convex Optimization by Exploiting the Curvature of Feasible Sets
[ "Taira Tsuchiya", "Shinji Ito" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Y4tHp5Jilp
poster
A Simple yet Universal Framework for Depth Completion
[ "Jin-Hwi Park", "Hae-Gon Jeon" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Y4mBaZu4vy
poster
2410.24169
The Importance of Being Scalable: Improving the Speed and Accuracy of Neural Network Interatomic Potentials Across Chemical Domains
[ "Eric Qu", "Aditi S. Krishnapriyan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Y4L8GQXZZO
poster
2409.19610
Federated Learning from Vision-Language Foundation Models: Theoretical Analysis and Method
[ "Bikang Pan", "Wei Huang", "Ye Shi" ]
[ "https://github.com/PanBikang/PromptFolio" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Y3FjKSsfmy
poster
2411.00392
Preventing Dimensional Collapse in Self-Supervised Learning via Orthogonality Regularization
[ "Junlin He", "Jinxiao Du", "Wei Ma" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Y2NWKlrDrX
poster
2402.01489
Conformal Inverse Optimization
[ "Bo Lin", "Erick Delage", "Timothy Chan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Y2I0Fy4sm7
poster
SpeedLoader: An I/O efficient scheme for heterogeneous and distributed LLM operation
[ "Yiqi Zhang", "Yang You" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Y1rOWS2Z4i
poster
2407.10031
Long-Horizon Planning for Multi-Agent Robots in Partially Observable Environments
[ "Siddharth Nayak", "Adelmo Morrison Orozco", "Marina Ten Have", "Jackson Zhang", "Vittal Thirumalai", "Darren Chen", "Aditya Kapoor", "Eric Robinson", "Karthik Gopalakrishnan", "James Harrison", "Anuj Mahajan", "brian ichter", "Hamsa Balakrishnan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Y1fPxGevQj
poster
2406.04280
xMIL: Insightful Explanations for Multiple Instance Learning in Histopathology
[ "Julius Hense", "Mina Jamshidi Idaji", "Oliver Eberle", "Thomas Schnake", "Jonas Dippel", "Laure Ciernik", "Oliver Buchstab", "Andreas Mock", "Frederick Klauschen", "Klaus Robert Muller" ]
[ "https://github.com/tubml-pathology/xmil" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Y1edWJH9qB
poster
2312.02224
Tracing Hyperparameter Dependencies for Model Parsing via Learnable Graph Pooling Network
[ "Xiao Guo", "Vishal Asnani", "Sijia Liu", "Xiaoming Liu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Y1ZsLONDI2
poster
2310.10006
Soft ascent-descent as a stable and flexible alternative to flooding
[ "Matthew J. Holland", "Kosuke Nakatani" ]
[ "https://github.com/feedbackward/bdd-flood" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Y13gSfTjGr
oral
2405.18392
Scaling Laws and Compute-Optimal Training Beyond Fixed Training Durations
[ "Alexander Hägele", "Elie Bakouch", "Atli Kosson", "Loubna Ben allal", "Leandro Von Werra", "Martin Jaggi" ]
https://huggingface.co/papers/2405.18392
[ "https://github.com/epfml/schedules-and-scaling" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Y0EfJJeb4V
oral
Goal Reduction with Loop-Removal Accelerates RL and Models Human Brain Activity in Goal-Directed Learning
[ "Huzi Cheng", "Joshua W Brown" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=XxSME6GE1G
poster
2405.20192
TAIA: Large Language Models are Out-of-Distribution Data Learners
[ "Shuyang Jiang", "Yusheng Liao", "Ya Zhang", "Yanfeng Wang", "Yu Wang" ]
[ "https://github.com/pixas/TAIA_LLM" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=XxE8mL1bCO
poster
2411.01208
MultiPull: Detailing Signed Distance Functions by Pulling Multi-Level Queries at Multi-Step
[ "Takeshi Noda", "Chao Chen", "Weiqi Zhang", "Xinhai Liu", "Yu-Shen Liu", "Zhizhong Han" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=XwrMd1njqq
poster
2404.15378
Hierarchical Hybrid Sliced Wasserstein: A Scalable Metric for Heterogeneous Joint Distributions
[ "Khai Nguyen", "Nhat Ho" ]
[ "https://github.com/khainb/H2SW" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=XuWWq3gy7W
poster
2402.10193
BitDelta: Your Fine-Tune May Only Be Worth One Bit
[ "James Liu", "Guangxuan Xiao", "Kai Li", "Jason D. Lee", "Song Han", "Tri Dao", "Tianle Cai" ]
https://huggingface.co/papers/2402.10193
[ "https://github.com/FasterDecoding/BitDelta" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=XswQeLjJo5
poster
2411.07538
Unraveling the Gradient Descent Dynamics of Transformers
[ "Bingqing Song", "Boran Han", "Shuai Zhang", "Jie Ding", "Mingyi Hong" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Xskl7Da34U
poster
2407.12709
MoME: Mixture of Multimodal Experts for Generalist Multimodal Large Language Models
[ "Leyang Shen", "Gongwei Chen", "Rui Shao", "Weili Guan", "Liqiang Nie" ]
[ "https://github.com/jiutian-vl/mome" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=XsNA2b8GPz
poster
Adaptive Sampling for Efficient Softmax Approximation
[ "Tavor Baharav", "Ryan Kang", "Colin Sullivan", "Mo Tiwari", "Eric Sager Luxenberg", "David Tse", "Mert Pilanci" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=XrK4JK2jBr
poster
2406.05003
Designs for Enabling Collaboration in Human-Machine Teaming via Interactive and Explainable Systems
[ "Rohan R Paleja", "Michael Joseph Munje", "Kimberlee Chestnut Chang", "Reed Jensen", "Matthew Gombolay" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Xq9HQf7VNV
poster
2405.18782
Principled Probabilistic Imaging using Diffusion Models as Plug-and-Play Priors
[ "Zihui Wu", "Yu Sun", "Yifan Chen", "Bingliang Zhang", "Yisong Yue", "Katherine Bouman" ]
[ "https://github.com/zihuiwu/PnP-DM-public" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Xq0Jwbczkn
poster
A Combinatorial Algorithm for the Semi-Discrete Optimal Transport Problem
[ "Pankaj Agarwal", "Sharath Raghvendra", "Pouyan Shirzadian", "Keegan Yao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Xp8qhdmeb4
poster
2312.04727
E2ENet: Dynamic Sparse Feature Fusion for Accurate and Efficient 3D Medical Image Segmentation
[ "Boqian Wu", "Qiao Xiao", "Shiwei Liu", "Lu Yin", "Mykola Pechenizkiy", "Decebal Constantin Mocanu", "Maurice van Keulen", "Elena Mocanu" ]
[ "https://github.com/boqian333/e2enet-medical" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Xo1Yqyw7Yx
poster
2411.04466
Enabling Adaptive Agent Training in Open-Ended Simulators by Targeting Diversity
[ "Robby Costales", "Stefanos Nikolaidis" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Xngi3Z3wkN
poster
2406.09586
Protein-Nucleic Acid Complex Modeling with Frame Averaging Transformer
[ "Tinglin Huang", "Zhenqiao Song", "Rex Ying", "Wengong Jin" ]
[ "https://github.com/Graph-and-Geometric-Learning/Frame-Averaging-Transformer" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=XlvUz9F50g
poster
A Simple and Adaptive Learning Rate for FTRL in Online Learning with Minimax Regret of Θ(T^2/3) and its Application to Best-of-Both-Worlds
[ "Taira Tsuchiya", "Shinji Ito" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=XlpipUGygX
poster
2402.04494
Amortized Planning with Large-Scale Transformers: A Case Study on Chess
[ "Anian Ruoss", "Gregoire Deletang", "Sourabh Medapati", "Jordi Grau-Moya", "Li Kevin Wenliang", "Elliot Catt", "John Reid", "Cannada A. Lewis", "Joel Veness", "Tim Genewein" ]
https://huggingface.co/papers/2402.04494
[ "https://github.com/google-deepmind/searchless_chess" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=XlAbMZu4Bo
poster
2404.08801
Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length
[ "Xuezhe Ma", "Xiaomeng Yang", "Wenhan Xiong", "Beidi Chen", "LILI YU", "Hao Zhang", "Jonathan May", "Luke Zettlemoyer", "Omer Levy", "Chunting Zhou" ]
https://huggingface.co/papers/2404.08801
[ "https://github.com/xuezhemax/megalodon" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=XkvNQPDFqV
poster
Random Cycle Coding: Lossless Compression of Cluster Assignments via Bits-Back Coding
[ "Daniel Severo", "Ashish J Khisti", "Alireza Makhzani" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=XgwTH95kCl
poster
2411.02793
Toward Robust Incomplete Multimodal Sentiment Analysis via Hierarchical Representation Learning
[ "Mingcheng Li", "Dingkang Yang", "Yang Liu", "Shunli Wang", "Jiawei Chen", "Shuaibing Wang", "Jinjie Wei", "Yue Jiang", "Qingyao Xu", "Xiaolu Hou", "Mingyang Sun", "Ziyun Qian", "Dongliang Kou", "Lihua Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=XgAzCLsJAq
poster
2410.06645
Continual Learning in the Frequency Domain
[ "RuiQi Liu", "Boyu Diao", "Libo Huang", "Zijia An", "Zhulin An", "Yongjun Xu" ]
[ "https://github.com/EMLS-ICTCAS/CLFD" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=XfPiFRnuAS
poster
2410.18472
What If the Input is Expanded in OOD Detection?
[ "Boxuan Zhang", "Jianing Zhu", "Zengmao Wang", "Tongliang Liu", "Bo Du", "Bo Han" ]
[ "https://github.com/tmlr-group/cover" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=XdCJAYYiTP
poster
2405.11616
Era3D: High-Resolution Multiview Diffusion using Efficient Row-wise Attention
[ "Peng Li", "Yuan Liu", "Xiaoxiao Long", "Feihu Zhang", "Cheng Lin", "Mengfei Li", "Xingqun Qi", "Shanghang Zhang", "Wei Xue", "Wenhan Luo", "Ping Tan", "Wenping Wang", "Qifeng Liu", "Yike Guo" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=XcbgkjWSJ7
poster
2402.17747
When Your AIs Deceive You: Challenges of Partial Observability in Reinforcement Learning from Human Feedback
[ "Leon Lang", "Davis Foote", "Stuart Russell", "Anca Dragan", "Erik Jenner", "Scott Emmons" ]
https://huggingface.co/papers/2402.17747
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Xa3dVaolKo
poster
2309.00976
Pure Message Passing Can Estimate Common Neighbor for Link Prediction
[ "Kaiwen Dong", "Zhichun Guo", "Nitesh V Chawla" ]
[ "https://github.com/Barcavin/efficient-node-labelling" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=XZp1uP0hh2
poster
Semi-Random Matrix Completion via Flow-Based Adaptive Reweighting
[ "Jonathan Kelner", "Jerry Li", "Allen Liu", "Aaron Sidford", "Kevin Tian" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=XZ4XSUTGRb
poster
2402.10403
Polyhedral Complex Derivation from Piecewise Trilinear Networks
[ "Jin-Hwa Kim" ]
https://huggingface.co/papers/2402.10403
[ "https://github.com/naver-ai/tropical-nerf.pytorch" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=XZ0fpoAKEB
poster
No Free Delivery Service: Epistemic limits of passive data collection in complex social systems
[ "Maximilian Nickel" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=XYw051ZmUn
poster
How does Gradient Descent Learn Features — A Local Analysis for Regularized Two-Layer Neural Networks
[ "Mo Zhou", "Rong Ge" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=XY2qrq7cXM
poster
2410.15556
Gradient Rewiring for Editable Graph Neural Network Training
[ "Zhimeng Jiang", "Zirui Liu", "Xiaotian Han", "Qizhang Feng", "Hongye Jin", "Qiaoyu Tan", "Kaixiong Zhou", "Na Zou", "Xia Hu" ]
[ "https://github.com/zhimengj0326/gradient_rewiring_editing" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=XXVfj4P8nr
poster
2410.05963
Training-Free Open-Ended Object Detection and Segmentation via Attention as Prompts
[ "Zhiwei Lin", "Yongtao Wang", "Zhi Tang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=XXOMCwZ6by
poster
2408.03615
Optimus-1: Hybrid Multimodal Memory Empowered Agents Excel in Long-Horizon Tasks
[ "Zaijing Li", "Yuquan Xie", "Rui Shao", "Gongwei Chen", "Dongmei Jiang", "Liqiang Nie" ]
https://huggingface.co/papers/2408.03615
[ "https://github.com/JiuTian-VL/Optimus-1" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=XWzw2dsjWd
poster
MoLE: Enhancing Human-centric Text-to-image Diffusion via Mixture of Low-rank Experts
[ "Jie Zhu", "Yixiong Chen", "Mingyu Ding", "Ping Luo", "Leye Wang", "Jingdong Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=XWlkhRn14K
poster
2409.20553
Maia-2: A Unified Model for Human-AI Alignment in Chess
[ "Zhenwei Tang", "Difan Jiao", "Reid McIlroy-Young", "Jon Kleinberg", "Siddhartha Sen", "Ashton Anderson" ]
[ "https://github.com/lilv98/maia2-submission" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=XVfevb9XFx
poster
Optimistic Critic Reconstruction and Constrained Fine-Tuning for General Offline-to-Online RL
[ "Qin-Wen Luo", "Ming-Kun Xie", "Ye-Wen Wang", "Sheng-Jun Huang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=XUL75cvHL5
oral
2405.16732
The Collusion of Memory and Nonlinearity in Stochastic Approximation With Constant Stepsize
[ "Dongyan Lucy Huo", "Yixuan Zhang", "Yudong Chen", "Qiaomin Xie" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=XUAcPEaeBU
oral
2409.17996
PhoCoLens: Photorealistic and Consistent Reconstruction in Lensless Imaging
[ "Xin Cai", "Zhiyuan You", "Hailong Zhang", "Jinwei Gu", "Wentao Liu", "Tianfan Xue" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=XRNN9i1xpi
poster
2405.18877
Continuous Product Graph Neural Networks
[ "Aref Einizade", "Fragkiskos D. Malliaros", "Jhony H. Giraldo" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=XRJXKBeeTD
poster
2409.16223
Fine-Tuning is Fine, if Calibrated
[ "Zheda Mai", "Arpita Chowdhury", "Ping Zhang", "Cheng-Hao Tu", "Hong-You Chen", "Vardaan Pahuja", "Tanya Berger-Wolf", "Song Gao", "Charles Stewart", "Yu Su", "Wei-Lun Chao" ]
[ "https://github.com/osu-mlb/fine-tuning-is-fine-if-calibrated" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=XPhSbybD73
poster
2408.16862
Probabilistic Decomposed Linear Dynamical Systems for Robust Discovery of Latent Neural Dynamics
[ "Yenho Chen", "Noga Mudrik", "Kyle A. Johnsen", "Sankaraleengam Alagapan", "Adam Shabti Charles", "Christopher John Rozell" ]
[ "https://github.com/siplab-gt/probabilistic-decomposed-linear-dynamical-systems" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=XOVks7JHQA
poster
Linear Uncertainty Quantification of Graphical Model Inference
[ "Chenghua Guo", "Han Yu", "Jiaxin Liu", "Chao Chen", "Qi Li", "Sihong Xie", "Xi Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=XNpVZ8E1tY
oral
2411.06141
Online Bayesian Persuasion Without a Clue
[ "Francesco Bacchiocchi", "Matteo Bollini", "Matteo Castiglioni", "Alberto Marchesi", "Nicola Gatti" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=XNGsx3WCU9
poster
2409.18055
Visual Data Diagnosis and Debiasing with Concept Graphs
[ "Rwiddhi Chakraborty", "Yinong Oliver Wang", "Jialu Gao", "Runkai Zheng", "Cheng Zhang", "Fernando De la Torre" ]
[ "https://github.com/rwchakra/conbias" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=XMQTNzlgTJ
poster
High-probability complexity bounds for stochastic non-convex minimax optimization
[ "Yassine Laguel", "Yasa Syed", "Necdet Aybat", "Mert Gurbuzbalaban" ]
[ "" ]
[]
[]
[]
NeurIPS2024