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IAMJB
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=w6vbfSC1y0
poster
2411.03359
Self-Calibrated Tuning of Vision-Language Models for Out-of-Distribution Detection
[ "Geng Yu", "Jianing Zhu", "Jiangchao Yao", "Bo Han" ]
[ "https://github.com/tmlr-group/sct" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=w6q46IslSR
poster
2410.09605
Training Dynamics of Transformers to Recognize Word Co-occurrence via Gradient Flow Analysis
[ "Hongru Yang", "Bhavya Kailkhura", "Zhangyang Wang", "Yingbin Liang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=w67vRHZF13
poster
2411.00304
Unified Generative and Discriminative Training for Multi-modal Large Language Models
[ "Wei Chow", "Juncheng Li", "Qifan Yu", "Kaihang Pan", "Hao Fei", "Zhiqi Ge", "Shuai Yang", "Siliang Tang", "Hanwang Zhang", "Qianru Sun" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=w50ICQC6QJ
poster
2402.03941
Discovery of the Hidden World with Large Language Models
[ "Chenxi Liu", "Yongqiang Chen", "Tongliang Liu", "Mingming Gong", "James Cheng", "Bo Han", "Kun Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=w4AnTVxAO9
poster
2411.01855
Can Language Models Learn to Skip Steps?
[ "Tengxiao Liu", "Qipeng Guo", "Xiangkun Hu", "Cheng Jiayang", "Yue Zhang", "Xipeng Qiu", "Zheng Zhang" ]
[ "https://github.com/tengxiaoliu/LM_skip" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=w3JCTBRduf
poster
Optimization Can Learn Johnson Lindenstrauss Embeddings
[ "Nikos Tsikouras", "Constantine Caramanis", "Christos Tzamos" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=w2L3Ll1jbV
poster
Adversarially Robust Multi-task Representation Learning
[ "Austin Watkins", "Thanh Nguyen-Tang", "Enayat Ullah", "Raman Arora" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=w28i9oe9Xr
poster
High Rank Path Development: an approach to learning the filtration of stochastic processes
[ "Jiajie Tao", "Hao Ni", "Chong Liu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=vymkuBMLlh
poster
Conditional Generative Models are Sufficient to Sample from Any Causal Effect Estimand
[ "Md Musfiqur Rahman", "Matt Jordan", "Murat Kocaoglu" ]
[ "https://github.com/musfiqshohan/idgen" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=vx4NgdyyVG
poster
Revive Re-weighting in Imbalanced Learning by Density Ratio Estimation
[ "Jiaan Luo", "Feng Hong", "Jiangchao Yao", "Bo Han", "Ya Zhang", "Yanfeng Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=vwgWbCxeAQ
poster
2410.12816
Rethinking Misalignment in Vision-Language Model Adaptation from a Causal Perspective
[ "Yanan Zhang", "Jiangmeng Li", "Lixiang Liu", "Wenwen Qiang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=vvpewjtnvm
poster
Low Precision Local Training is Enough for Federated Learning
[ "Zhiwei Li", "Yiqiu LI", "Binbin Lin", "Zhongming Jin", "WEIZHONG ZHANG" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=vunJCq9PwU
poster
2304.09875
GREAT Score: Global Robustness Evaluation of Adversarial Perturbation using Generative Models
[ "ZAITANG LI", "Pin-Yu Chen", "Tsung-Yi Ho" ]
https://huggingface.co/papers/2304.09875
[ "https://github.com/ibm/great-score" ]
[ "TrustSafeAI/GREAT-Score" ]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=vtRotUd539
poster
2402.13728
Average gradient outer product as a mechanism for deep neural collapse
[ "Daniel Beaglehole", "Peter Súkeník", "Marco Mondelli", "Mikhail Belkin" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=vt2qkE1Oax
oral
Learning Segmentation from Point Trajectories
[ "Laurynas Karazija", "Iro Laina", "Christian Rupprecht", "Andrea Vedaldi" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=vpEq2bzsS0
poster
2410.10589
MoTE: Reconciling Generalization with Specialization for Visual-Language to Video Knowledge Transfer
[ "Minghao Zhu", "Zhengpu Wang", "Mengxian Hu", "Ronghao Dang", "Xiao Lin", "Xun Zhou", "Chengju Liu", "Qijun Chen" ]
[ "https://github.com/zmhh-h/mote" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=voJCpdlw53
poster
UltraPixel: Advancing Ultra High-Resolution Image Synthesis to New Peaks
[ "Jingjing Ren", "Wenbo Li", "Haoyu Chen", "Renjing Pei", "Bin Shao", "Yong Guo", "Long Peng", "Fenglong Song", "Lei Zhu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=vo5LONGAdo
poster
Remix-DiT: Mixing Diffusion Transformers for Multi-Expert Denoising
[ "Gongfan Fang", "Xinyin Ma", "Xinchao Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=vjw4TIf8Bo
poster
2402.04838
PaDeLLM-NER: Parallel Decoding in Large Language Models for Named Entity Recognition
[ "Jinghui Lu", "Yanjie Wang", "Ziwei Yang", "Xuejing Liu", "Brian Mac Namee", "Can Huang" ]
[ "https://github.com/GeorgeLuImmortal/PaDeLLM_NER" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=vjsd8Bcipv
poster
ϵ-Softmax: Approximating One-Hot Vectors for Mitigating Label Noise
[ "Jialiang Wang", "Xiong Zhou", "Deming Zhai", "Junjun Jiang", "Xiangyang Ji", "Xianming Liu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=vjCFnYTg67
poster
2406.01946
Bileve: Securing Text Provenance in Large Language Models Against Spoofing with Bi-level Signature
[ "Tong Zhou", "Xuandong Zhao", "Xiaolin Xu", "Shaolei Ren" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=vjAORqq71s
poster
2410.19055
Newton Losses: Using Curvature Information for Learning with Differentiable Algorithms
[ "Felix Petersen", "Christian Borgelt", "Tobias Sutter", "Hilde Kuehne", "Oliver Deussen", "Stefano Ermon" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=vieIamY2Gi
poster
2402.05098
Improved off-policy training of diffusion samplers
[ "Marcin Sendera", "Minsu Kim", "Sarthak Mittal", "Pablo Lemos", "Luca Scimeca", "Jarrid Rector-Brooks", "Alexandre Adam", "Yoshua Bengio", "Nikolay Malkin" ]
https://huggingface.co/papers/2402.05098
[ "https://github.com/gfnorg/gfn-diffusion" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=vh9yEPLeyD
poster
2408.17052
Can We Leave Deepfake Data Behind in Training Deepfake Detector?
[ "Jikang Cheng", "Zhiyuan Yan", "Ying Zhang", "Yuhao Luo", "Zhongyuan Wang", "Chen Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=veMnGKXvTx
poster
Homology Consistency Constrained Efficient Tuning for Vision-Language Models
[ "Huatian Zhang", "Lei Zhang", "Yongdong Zhang", "Zhendong Mao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=vcGEV6m5m2
poster
Template-free Articulated Gaussian Splatting for Real-time Reposable Dynamic View Synthesis
[ "Diwen Wan", "Yuxiang Wang", "Ruijie Lu", "Gang Zeng" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=vYUx8j5KK2
poster
Curriculum Fine-tuning of Vision Foundation Model for Medical Image Classification Under Label Noise
[ "Yeonguk Yu", "Minhwan Ko", "Sungho Shin", "Kangmin Kim", "Kyoobin Lee" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=vWSll6M9pj
poster
2411.02256
Unified Speech Recognition: A Single Model for Auditory, Visual, and Audiovisual Inputs
[ "Alexandros Haliassos", "Rodrigo Mira", "Honglie Chen", "Zoe Landgraf", "Stavros Petridis", "Maja Pantic" ]
[ "https://github.com/ahaliassos/usr" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=vUrOuc6NR3
poster
2409.12192
DynaMo: In-Domain Dynamics Pretraining for Visuo-Motor Control
[ "Zichen Jeff Cui", "Hengkai Pan", "Aadhithya Iyer", "Siddhant Haldar", "Lerrel Pinto" ]
https://huggingface.co/papers/2409.12192
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=vU512K8vrR
poster
Unveiling LoRA Intrinsic Ranks via Salience Analysis
[ "Wenjun Ke", "Jiahao Wang", "Peng Wang", "Jiajun Liu", "Dong Nie", "Guozheng Li", "Yining Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=vU1SiBb57j
poster
Learning Multimodal Behaviors from Scratch with Diffusion Policy Gradient
[ "Zechu Li", "Rickmer Krohn", "Tao Chen", "Anurag Ajay", "Pulkit Agrawal", "Georgia Chalvatzaki" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=vS5NC7jtCI
poster
2410.20149
AdaNeg: Adaptive Negative Proxy Guided OOD Detection with Vision-Language Models
[ "Yabin Zhang", "Lei Zhang" ]
[ "https://github.com/ybzh/openood-vlm" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=vP9qAzr2Gw
poster
2409.17986
Supra-Laplacian Encoding for Transformer on Dynamic Graphs
[ "Yannis Karmim", "Marc Lafon", "Raphael Fournier-S'niehotta", "Nicolas THOME" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=vMMzjCr5Zj
poster
2311.11413
Large Pre-trained time series models for cross-domain Time series analysis tasks
[ "Harshavardhan Kamarthi", "B. Aditya Prakash" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=vJSNsSFO95
poster
Flaws can be Applause: Unleashing Potential of Segmenting Ambiguous Objects in SAM
[ "Chenxin Li", "Yuzhihuang", "Wuyang Li", "Hengyu Liu", "Xinyu Liu", "Qing Xu", "Zhen Chen", "Yue Huang", "Yixuan Yuan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=vJMMdFfL0A
poster
2408.15065
The Benefits of Balance: From Information Projections to Variance Reduction
[ "Lang Liu", "Ronak Mehta", "Soumik Pal", "Zaid Harchaoui" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=vJLTcCBZVT
poster
Improving Subgroup Robustness via Data Selection
[ "Saachi Jain", "Kimia Hamidieh", "Kristian Georgiev", "Andrew Ilyas", "Marzyeh Ghassemi", "Aleksander Madry" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=vIP8IWmZlN
poster
2406.07277
Speaking Your Language: Spatial Relationships in Interpretable Emergent Communication
[ "Olaf Lipinski", "Adam Sobey", "Federico Cerutti", "Timothy J. Norman" ]
[ "https://github.com/olipinski/tpg" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=vIOKLMl6wu
poster
2405.14974
LOVA3: Learning to Visual Question Answering, Asking and Assessment
[ "Hengyuan Zhao", "Pan Zhou", "Difei Gao", "Zechen Bai", "Mike Zheng Shou" ]
https://huggingface.co/papers/2405.14974
[ "https://github.com/showlab/lova3" ]
[]
[ "hhenryz/LOVA3-llava-v1.5-7b" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=vI1WqFn15v
poster
2403.00867
Gradient Cuff: Detecting Jailbreak Attacks on Large Language Models by Exploring Refusal Loss Landscapes
[ "Xiaomeng Hu", "Pin-Yu Chen", "Tsung-Yi Ho" ]
https://huggingface.co/papers/2403.00867
[ "" ]
[ "TrustSafeAI/GradientCuff-Jailbreak-Defense" ]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=vH7GcaDhAo
poster
2410.02924
RSA: Resolving Scale Ambiguities in Monocular Depth Estimators through Language Descriptions
[ "Ziyao Zeng", "Yangchao Wu", "Hyoungseob Park", "Daniel Wang", "Fengyu Yang", "Stefano Soatto", "Dong Lao", "Byung-Woo Hong", "Alex Wong" ]
[ "https://github.com/adonis-galaxy/rsa" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=vDlj3veE9a
poster
The Space Complexity of Approximating Logistic Loss
[ "Gregory Dexter", "Petros Drineas", "Rajiv Khanna" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=vCOgjBIZuL
poster
2405.14832
Direct3D: Scalable Image-to-3D Generation via 3D Latent Diffusion Transformer
[ "Shuang Wu", "Youtian Lin", "Yifei Zeng", "Feihu Zhang", "Jingxi Xu", "Philip Torr", "Xun Cao", "Yao Yao" ]
https://huggingface.co/papers/2405.14832
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=vCIc9BXzze
poster
Unveiling the Bias Impact on Symmetric Moral Consistency of Large Language Models
[ "Ziyi Zhou", "Xinwei Guo", "Jiashi Gao", "Xiangyu Zhao", "Shiyao Zhang", "Xin Yao", "Xuetao Wei" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=vBxeeH1X4y
poster
2408.03572
2D-OOB: Attributing Data Contribution Through Joint Valuation Framework
[ "Yifan Sun", "Jingyan Shen", "Yongchan Kwon" ]
[ "https://github.com/YifanSun99/2d-oob" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=vBlzen37i0
oral
2406.13928
Optimal deep learning of holomorphic operators between Banach spaces
[ "Ben Adcock", "Nick Dexter", "Sebastian Moraga" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=vBah12uVbD
poster
2402.10723
Conformalized Credal Set Predictors
[ "Alireza Javanmardi", "David Stutz", "Eyke Hüllermeier" ]
[ "https://github.com/alireza-javanmardi/conformal-credal-sets" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=vBKoEZ1PG3
poster
2405.16886
HAWK: Learning to Understand Open-World Video Anomalies
[ "Jiaqi Tang", "Hao LU", "RUIZHENG WU", "Xiaogang Xu", "Ke Ma", "Cheng Fang", "Bin Guo", "Jiangbo Lu", "Qifeng Chen", "Ying-Cong Chen" ]
[ "https://github.com/jqtangust/hawk" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=vBGMbFgvsX
poster
Going Beyond Heuristics by Imposing Policy Improvement as a Constraint
[ "Chi-Chang Lee", "Zhang-Wei Hong", "Pulkit Agrawal" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=vAOgaPvgYr
poster
2406.06576
OccamLLM: Fast and Exact Language Model Arithmetic in a Single Step
[ "Owen M Dugan", "Donato M. Jiménez Benetó", "Charlotte Loh", "Zhuo Chen", "Rumen Dangovski", "Marin Soljacic" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=vA4s3kN4QE
poster
2405.14206
LG-VQ: Language-Guided Codebook Learning
[ "Liang Guotao", "Baoquan Zhang", "Yaowei Wang", "Yunming Ye", "Xutao Li", "Wanghuaibin", "Luo Chuyao", "kolaye", "luolinfeng" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=v9RqRFSLQ2
poster
2405.18549
Learning from Uncertain Data: From Possible Worlds to Possible Models
[ "Jiongli Zhu", "Su Feng", "Boris Glavic", "Babak Salimi" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=v8X70gTodR
poster
Analysing the Generalisation and Reliability of Steering Vectors
[ "Daniel Chee Hian Tan", "David Chanin", "Aengus Lynch", "Brooks Paige", "Dimitrios Kanoulas", "Adrià Garriga-Alonso", "Robert Kirk" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=v8RRFNbJ43
poster
Measuring Dejavu Memorization Efficiently
[ "Narine Kokhlikyan", "Bargav Jayaraman", "Florian Bordes", "Chuan Guo", "Kamalika Chaudhuri" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=v7vYVvmfru
poster
2409.19212
An Accelerated Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness
[ "Xiaochuan Gong", "Jie Hao", "Mingrui Liu" ]
[ "https://github.com/mingruiliu-ml-lab/accelerated-bilevel-optimization-unbounded-smoothness" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=v6W55lCkhN
poster
2406.01414
CE-NAS: An End-to-End Carbon-Efficient Neural Architecture Search Framework
[ "Yiyang Zhao", "Yunzhuo Liu", "Bo Jiang", "Tian Guo" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=v5Un2QqnRf
poster
2403.07304
Lumen: Unleashing Versatile Vision-Centric Capabilities of Large Multimodal Models
[ "Yang Jiao", "Shaoxiang Chen", "ZEQUN JIE", "Jingjing Chen", "Lin Ma", "Yu-Gang Jiang" ]
[ "https://github.com/sxjyjay/lumen" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=v4dXL3LsGX
poster
Learning to Cooperate with Humans using Generative Agents
[ "Yancheng Liang", "Daphne Chen", "Abhishek Gupta", "Simon Shaolei Du", "Natasha Jaques" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=v416YLOQuU
poster
2405.18199
Adam with model exponential moving average is effective for nonconvex optimization
[ "Kwangjun Ahn", "Ashok Cutkosky" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=v3y785TN7B
poster
2407.05597
GeoNLF: Geometry guided Pose-Free Neural LiDAR Fields
[ "Weiyi Xue", "Zehan Zheng", "Fan Lu", "Haiyun Wei", "Guang Chen", "changjun jiang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=v3jHuoxMw8
poster
2410.14250
Vision-Language Navigation with Energy-Based Policy
[ "Rui Liu", "Wenguan Wang", "Yi Yang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=v1kpc060aC
poster
Weight for Robustness: A Comprehensive Approach towards Optimal Fault-Tolerant Asynchronous ML
[ "Tehila Dahan", "Kfir Yehuda Levy" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=v1BIm8wESL
oral
2410.20986
Skinned Motion Retargeting with Dense Geometric Interaction Perception
[ "Zijie Ye", "Jia-Wei Liu", "Jia Jia", "Shikun Sun", "Mike Zheng Shou" ]
[ "https://github.com/abcyzj/meshret" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=v07KRLYxDX
poster
2411.01644
Achieving Domain-Independent Certified Robustness via Knowledge Continuity
[ "Alan Sun", "Chiyu Ma", "Kenneth Ge", "Soroush Vosoughi" ]
[ "https://github.com/alansun17904/kc" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=uzIWqRzjEP
poster
2406.02383
Learning to Edit Visual Programs with Self-Supervision
[ "R. Kenny Jones", "Renhao Zhang", "Aditya Ganeshan", "Daniel Ritchie" ]
[ "https://github.com/rkjones4/vpi-edit" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=uyqjpycMbU
poster
Integrating Deep Metric Learning with Coreset for Active Learning in 3D Segmentation
[ "Arvind Murari Vepa", "ZUKANG YANG", "Andrew Choi", "Jungseock Joo", "Fabien Scalzo", "Yizhou Sun" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=uyLtEFnpQP
poster
2405.11459
Du-IN: Discrete units-guided mask modeling for decoding speech from Intracranial Neural signals
[ "Hui Zheng", "Haiteng Wang", "Weibang Jiang", "Zhongtao Chen", "Li He", "Peiyang Lin", "Penghu Wei", "Guoguang Zhao", "Yunzhe Liu" ]
https://huggingface.co/papers/2405.11459
[ "https://github.com/liulab-repository/du-in" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=uwSaDHLlYc
oral
2409.17612
Diversity-Driven Synthesis: Enhancing Dataset Distillation through Directed Weight Adjustment
[ "Jiawei Du", "Xin Zhang", "Juncheng Hu", "Wenxin Huang", "Joey Tianyi Zhou" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=uvFDaeFR9X
oral
2405.15990
Exploring Jacobian Inexactness in Second-Order Methods for Variational Inequalities: Lower Bounds, Optimal Algorithms and Quasi-Newton Approximations
[ "Artem Agafonov", "Petr Ostroukhov", "Roman Mozhaev", "Konstantin Yakovlev", "Eduard Gorbunov", "Martin Takáč", "Alexander Gasnikov", "Dmitry Kamzolov" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=uuQQwrjMzb
poster
Adaptive Labeling for Efficient Out-of-distribution Model Evaluation
[ "Daksh Mittal", "Yuanzhe Ma", "Shalmali Joshi", "Hongseok Namkoong" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=utMOhsgXzB
poster
2411.04420
BendVLM: Test-Time Debiasing of Vision-Language Embeddings
[ "Walter Gerych", "Haoran Zhang", "Kimia Hamidieh", "Eileen Pan", "Maanas Sharma", "Thomas Hartvigsen", "Marzyeh Ghassemi" ]
[ "https://github.com/waltergerych/bend_vlm" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=uqxSLoCw3K
poster
Mixture of Demonstrations for In-Context Learning
[ "Song Wang", "Zihan Chen", "Chengshuai Shi", "Cong Shen", "Jundong Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=uqWfLgZpV1
poster
2404.09494
On the Necessity of Collaboration for Online Model Selection with Decentralized Data
[ "Junfan Li", "Zheshun Wu", "Zenglin Xu", "Irwin King" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=up4tWnwRol
poster
2402.04497
The Fine-Grained Complexity of Gradient Computation for Training Large Language Models
[ "Josh Alman", "Zhao Song" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=uoJQ9qadjY
poster
Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios
[ "Shantanu Jaiswal", "Debaditya Roy", "Basura Fernando", "Cheston Tan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=unA5hxIn6v
poster
2402.08948
Mean-Field Analysis for Learning Subspace-Sparse Polynomials with Gaussian Input
[ "Ziang Chen", "Rong Ge" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=umukvCdGI6
poster
DOFEN: Deep Oblivious Forest ENsemble
[ "Kuan-Yu Chen", "Ping-Han Chiang", "Hsin-Rung Chou", "Chih-Sheng Chen", "Tien-Hao Chang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ujwIlTNrAP
poster
2409.17728
AlterMOMA: Fusion Redundancy Pruning for Camera-LiDAR Fusion Models with Alternative Modality Masking
[ "shiqi sun", "Yantao Lu", "Ning Liu", "Bo Jiang", "Jinchao Chen", "Ying Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ujk0XrNTQZ
poster
Drago: Primal-Dual Coupled Variance Reduction for Faster Distributionally Robust Optimization
[ "Ronak Mehta", "Jelena Diakonikolas", "Zaid Harchaoui" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ujE83r50tR
poster
Octopus: A Multi-modal LLM with Parallel Recognition and Sequential Understanding
[ "Chuyang Zhao", "YuXin Song", "Junru Chen", "KANG RONG", "Haocheng Feng", "Gang Zhang", "Shufan Ji", "Jingdong Wang", "Errui Ding", "Yifan Sun" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ujDKXWTbJX
poster
2405.14365
JiuZhang3.0: Efficiently Improving Mathematical Reasoning by Training Small Data Synthesis Models
[ "Kun Zhou", "Beichen Zhang", "jiapeng wang", "Zhipeng Chen", "Xin Zhao", "Jing Sha", "Zhichao Sheng", "Shijin Wang", "Ji-Rong Wen" ]
https://huggingface.co/papers/2405.14365
[ "https://github.com/rucaibox/jiuzhang3.0" ]
[]
[ "ToheartZhang/JiuZhang3.0-7B", "ToheartZhang/JiuZhang3.0-Synthesis-7B", "ToheartZhang/JiuZhang3.0-8x7B", "ToheartZhang/JiuZhang3.0-8B", "RichardErkhov/ToheartZhang_-_JiuZhang3.0-Synthesis-7B-gguf", "RichardErkhov/ToheartZhang_-_JiuZhang3.0-7B-gguf" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=uikhNa4wam
poster
2405.11473
FIFO-Diffusion: Generating Infinite Videos from Text without Training
[ "Jihwan Kim", "Junoh Kang", "Jinyoung Choi", "Bohyung Han" ]
https://huggingface.co/papers/2405.11473
[ "https://github.com/jjihwan/FIFO-Diffusion_public" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=uhki1rE2NZ
poster
2402.07193
Parameter Symmetry and Noise Equilibrium of Stochastic Gradient Descent
[ "Liu Ziyin", "Mingze Wang", "Hongchao Li", "Lei Wu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ugqx9tgyum
poster
2401.14121
Incorporating Test-Time Optimization into Training with Dual Networks for Human Mesh Recovery
[ "Yongwei Nie", "Mingxian Fan", "Chengjiang Long", "Qing Zhang", "Jian Zhu", "Xuemiao Xu" ]
[ "https://github.com/fmx789/meta-hmr" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ugXKInqDCC
poster
2402.04292
AdaFlow: Imitation Learning with Variance-Adaptive Flow-Based Policies
[ "Xixi Hu", "qiang liu", "Xingchao Liu", "Bo Liu" ]
[ "https://github.com/hxixixh/adaflow" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ugL2D9idAD
poster
2411.01623
FilterNet: Harnessing Frequency Filters for Time Series Forecasting
[ "Kun Yi", "Jingru Fei", "Qi Zhang", "Hui He", "Shufeng Hao", "Defu Lian", "Wei Fan" ]
[ "https://github.com/aikunyi/filternet" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ufPPf9ghzP
oral
A Neural Network Approach for Efficiently Answering Most Probable Explanation Queries in Probabilistic Models
[ "Shivvrat Arya", "Tahrima Rahman", "Vibhav Giridhar Gogate" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ufKBRvYxtp
poster
2410.23632
Sample-Efficient Agnostic Boosting
[ "Udaya Ghai", "Karan Singh" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=udZKVMPf3S
poster
2405.18711
Calibrating Reasoning in Language Models with Internal Consistency
[ "Zhihui Xie", "Jizhou Guo", "Tong Yu", "Shuai Li" ]
https://huggingface.co/papers/2405.18711
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=udTwwF7tks
poster
Iteratively Refined Early Interaction Alignment for Subgraph Matching based Graph Retrieval
[ "Ashwin Ramachandran", "Vaibhav Raj", "Indradyumna Roy", "Soumen Chakrabarti", "Abir De" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ud0RBkdBfE
poster
2402.15166
Convergence Analysis of Split Federated Learning on Heterogeneous Data
[ "Pengchao Han", "Chao Huang", "Geng Tian", "Ming Tang", "Xin Liu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ucxQrked0d
poster
2305.15260
Making Offline RL Online: Collaborative World Models for Offline Visual Reinforcement Learning
[ "Qi Wang", "Junming Yang", "Yunbo Wang", "Xin Jin", "Wenjun Zeng", "Xiaokang Yang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ucXUtMPWhv
poster
2411.01842
ElasTST: Towards Robust Varied-Horizon Forecasting with Elastic Time-Series Transformer
[ "Jiawen Zhang", "Shun Zheng", "Xumeng Wen", "Xiaofang Zhou", "Jiang Bian", "Jia Li" ]
[ "https://github.com/microsoft/probts" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=uatPOPWzzU
poster
Unifying Homophily and Heterophily for Spectral Graph Neural Networks via Triple Filter Ensembles
[ "Rui Duan", "Mingjian Guang", "Junli Wang", "Chungang Yan", "Hongda Qi", "Wenkang Su", "Can Tian", "Haoran Yang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=uaNZvF1VFe
poster
2406.00489
Efficient Sign-Based Optimization: Accelerating Convergence via Variance Reduction
[ "Wei Jiang", "Sifan Yang", "Wenhao Yang", "Lijun Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=uZi7H5Ac0X
poster
2406.10148
A Primal-Dual-Assisted Penalty Approach to Bilevel Optimization with Coupled Constraints
[ "Liuyuan Jiang", "Quan Xiao", "Victor M. Tenorio", "Fernando Real-Rojas", "Antonio Marques", "Tianyi Chen" ]
[ "https://github.com/Liuyuan999/Penalty_Based_Lagrangian_Bilevel" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=uYZTzcHaQB
poster
Motif-oriented influence maximization for viral marketing in large-scale social networks
[ "Mingyang Zhou", "Weiji Cao", "Hao Liao", "Rui Mao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=uXuObobJHO
poster
2410.24079
Hamiltonian Monte Carlo Inference of Marginalized Linear Mixed-Effects Models
[ "Jinlin Lai", "Daniel Sheldon", "Justin Domke" ]
[ "https://github.com/lll6924/hamiltonian_lme" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=uXJlgkWdcI
poster
2411.03527
PACE: Pacing Operator Learning to Accurate Optical Field Simulation for Complicated Photonic Devices
[ "Hanqing Zhu", "Wenyan Cong", "Guojin Chen", "Shupeng Ning", "Ray Chen", "Jiaqi Gu", "David Z. Pan" ]
[ "https://github.com/zhuhanqing/PACE-Light" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=uSKzEaj9zJ
oral
2408.07307
Nonlocal Attention Operator: Materializing Hidden Knowledge Towards Interpretable Physics Discovery
[ "Yue Yu", "Ning Liu", "Fei Lu", "Tian Gao", "Siavash Jafarzadeh", "Stewart A Silling" ]
[ "" ]
[]
[]
[]
NeurIPS2024