Datasets:
IAMJB
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paper_conference_aggregate

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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=soUXmwL5aK
poster
Interpretable Generalized Additive Models for Datasets with Missing Values
[ "Hayden McTavish", "Jon Donnelly", "Margo Seltzer", "Cynthia Rudin" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=snxWD0Q4EI
poster
2408.17163
The Iterative Optimal Brain Surgeon: Faster Sparse Recovery by Leveraging Second-Order Information
[ "Diyuan Wu", "Ionut-Vlad Modoranu", "Mher Safaryan", "Denis Kuznedelev", "Dan Alistarh" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=sntv8Ac3U2
poster
2410.21638
Adapting Diffusion Models for Improved Prompt Compliance and Controllable Image Synthesis
[ "Deepak Sridhar", "Abhishek Peri", "Rohith Reddy Rachala", "Nuno Vasconcelos" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=sn3UrYRItk
poster
2406.08447
The Impact of Initialization on LoRA Finetuning Dynamics
[ "Soufiane Hayou", "Nikhil Ghosh", "Bin Yu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=sks7x4I8Bh
poster
2404.10122
Online Estimation via Offline Estimation: An Information-Theoretic Framework
[ "Dylan J Foster", "Yanjun Han", "Jian Qian", "Alexander Rakhlin" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=skeopn3q5Y
poster
SfPUEL: Shape from Polarization under Unknown Environment Light
[ "Youwei Lyu", "Heng Guo", "Kailong Zhang", "Si Li", "Boxin Shi" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=siPdcro6uD
poster
OneRef: Unified One-tower Expression Grounding and Segmentation with Mask Referring Modeling
[ "Linhui Xiao", "Xiaoshan Yang", "Fang Peng", "Yaowei Wang", "Changsheng Xu" ]
[ "https://github.com/linhuixiao/oneref" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=shYQXpnBLB
oral
Association of Objects May Engender Stereotypes: Mitigating Association-Engendered Stereotypes in Text-to-Image Generation
[ "Junlei Zhou", "Jiashi Gao", "Xiangyu Zhao", "Xin Yao", "Xuetao Wei" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=sgVOjDqUMT
poster
2405.14366
MiniCache: KV Cache Compression in Depth Dimension for Large Language Models
[ "Akide Liu", "Jing Liu", "Zizheng Pan", "Yefei He", "Gholamreza Haffari", "Bohan Zhuang" ]
https://huggingface.co/papers/2405.14366
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=sfPxUqzdPI
poster
Multi-scale Consistency for Robust 3D Registration via Hierarchical Sinkhorn Tree
[ "Chengwei Ren", "Yifan Feng", "Weixiang Zhang", "Xiao-Ping Zhang", "Yue Gao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=seYXqfGT0q
poster
2410.19213
Prototypical Hash Encoding for On-the-Fly Fine-Grained Category Discovery
[ "Haiyang Zheng", "Nan Pu", "Wenjing Li", "Nicu Sebe", "Zhun Zhong" ]
[ "https://github.com/haiyangzheng/phe" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=seAuMedrm5
oral
Aligner-Encoders: Self-Attention Transformers Can Be Self-Transducers
[ "Adam Stooke", "Rohit Prabhavalkar", "Khe Chai Sim", "Pedro J Moreno Mengibar" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=scw6Et4pEr
poster
2402.02425
DeepLag: Discovering Deep Lagrangian Dynamics for Intuitive Fluid Prediction
[ "Qilong Ma", "Haixu Wu", "Lanxiang Xing", "Shangchen Miao", "Mingsheng Long" ]
https://huggingface.co/papers/2402.02425
[ "https://github.com/thuml/deeplag" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=sbsaRj475E
poster
2410.16942
DiP-GO: A Diffusion Pruner via Few-step Gradient Optimization
[ "haoweiz", "Dehua Tang", "Ji Liu", "Mingjie Lu", "Jintu Zheng", "Jinzhang Peng", "Dong Li", "Yu Wang", "Fan Jiang", "Lu Tian", "Spandan Tiwari", "Ashish Sirasao", "Jun-Hai Yong", "Bin Wang", "Emad Barsoum" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=satH8Evs2y
poster
Beware of Road Markings: A New Adversarial Patch Attack to Monocular Depth Estimation
[ "Hangcheng Liu", "Zhenhu Wu", "Hao Wang", "XINGSHUO HAN", "Shangwei Guo", "Tao Xiang", "Tianwei Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=sZ7jj9kqAy
poster
2410.03813
SOI: Scaling Down Computational Complexity by Estimating Partial States of the Model
[ "Grzegorz Stefański", "Paweł Daniluk", "Artur Szumaczuk", "Jakub Tkaczuk" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=sVZBJoxwk9
poster
2411.01326
Generalized Eigenvalue Problems with Generative Priors
[ "Zhaoqiang Liu", "Wen Li", "Junren Chen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=sRSjr9SDKR
poster
2410.08710
Preferential Normalizing Flows
[ "Petrus Mikkola", "Luigi Acerbi", "Arto Klami" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=sRILMnkkQd
poster
2411.06427
UniGAD: Unifying Multi-level Graph Anomaly Detection
[ "Yiqing Lin", "Jianheng Tang", "Chenyi Zi", "H. Vicky Zhao", "Yuan Yao", "Jia Li" ]
[ "https://github.com/lllyyq1121/unigad" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=sQApQMBqiP
poster
2312.14106
Learning Human-like Representations to Enable Learning Human Values
[ "Andrea Wynn", "Ilia Sucholutsky", "Thomas L. Griffiths" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=sOhFyFFnxT
poster
2411.00498
Exploring the Precise Dynamics of Single-Layer GAN Models: Leveraging Multi-Feature Discriminators for High-Dimensional Subspace Learning
[ "Andrew Bond", "Zafer Dogan" ]
[ "https://github.com/KU-MLIP/SolvableMultiFeatureGAN" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=sNz7tptCH6
poster
Boosting the Transferability of Adversarial Attack on Vision Transformer with Adaptive Token Tuning
[ "Di Ming", "Peng Ren", "Yunlong Wang", "Xin Feng" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=sKEhebkEdz
poster
Semi-supervised Knowledge Transfer Across Multi-omic Single-cell Data
[ "Fan Zhang", "Tianyu Liu", "Zihao Chen", "Xiaojiang Peng", "Chong Chen", "Xian-Sheng Hua", "Xiao Luo", "Hongyu Zhao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=sKCKPr8cRL
poster
2407.13623
Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies
[ "Chaofan Tao", "Qian Liu", "Longxu Dou", "Niklas Muennighoff", "Zhongwei Wan", "Ping Luo", "Min Lin", "Ngai Wong" ]
https://huggingface.co/papers/2407.13623
[ "https://github.com/sail-sg/scaling-with-vocab" ]
[ "sail/scaling-with-vocab-demo" ]
[ "sail/scaling-vocab-3b-32k-overtrain", "sail/scaling-vocab-3b-43k-overtrain" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=sIsbOkQmBL
poster
2402.10946
CultureLLM: Incorporating Cultural Differences into Large Language Models
[ "CHENG LI", "Mengzhuo Chen", "Jindong Wang", "Sunayana Sitaram", "Xing Xie" ]
[ "https://github.com/scarelette/culturellm" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=sGvZyV2iqN
poster
2404.01094
HairFastGAN: Realistic and Robust Hair Transfer with a Fast Encoder-Based Approach
[ "Maxim Nikolaev", "Mikhail Kuznetsov", "Dmitry Vetrov", "Aibek Alanov" ]
https://huggingface.co/papers/2404.01094
[ "https://github.com/airi-institute/hairfastgan" ]
[ "AIRI-Institute/HairFastGAN", "multimodalart/hairfastgan", "Ablause/HairFastGAN", "JohannesBerends/HairFastGAN", "TDN-M/TDNMdemo" ]
[ "AIRI-Institute/HairFastGAN" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=sFaFDcVNbW
poster
2406.02968
GSGAN: Adversarial Learning for Hierarchical Generation of 3D Gaussian Splats
[ "Sangeek Hyun", "Jae-Pil Heo" ]
https://huggingface.co/papers/2406.02968
[ "https://github.com/hse1032/Adversarial-Generation-of-Hierarchical-Gaussians-for-3D-Generative-Model" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=sEpSxteEKJ
poster
2410.14240
Almost-Linear RNNs Yield Highly Interpretable Symbolic Codes in Dynamical Systems Reconstruction
[ "Manuel Brenner", "Christoph Jürgen Hemmer", "Zahra Monfared", "Daniel Durstewitz" ]
[ "https://github.com/DurstewitzLab/ALRNN-DSR" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=sABwo1ZTFi
poster
Generalizablity of Memorization Neural Network
[ "Lijia Yu", "Xiao-Shan Gao", "Lijun Zhang", "Yibo Miao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=s8Pxz7cvHT
poster
AdvAD: Exploring Non-Parametric Diffusion for Imperceptible Adversarial Attacks
[ "Jin Li", "Ziqiang He", "Anwei Luo", "Jian-Fang Hu", "Z. Jane Wang", "Xiangui Kang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=s63dtq0mwA
poster
2406.04236
Understanding Information Storage and Transfer in Multi-Modal Large Language Models
[ "Samyadeep Basu", "Martin Grayson", "Cecily Morrison", "Besmira Nushi", "Soheil Feizi", "Daniela Massiceti" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=s5917zor6V
poster
2402.14703
On the Curses of Future and History in Future-dependent Value Functions for Off-policy Evaluation
[ "Yuheng Zhang", "Nan Jiang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=s4Wx2qXhv9
poster
2406.17830
Treatment of Statistical Estimation Problems in Randomized Smoothing for Adversarial Robustness
[ "Vaclav Voracek" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=s3icZC2NLq
poster
2311.15238
A Nearly Optimal and Low-Switching Algorithm for Reinforcement Learning with General Function Approximation
[ "Heyang Zhao", "Jiafan He", "Quanquan Gu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=s2hA6Bz3LE
poster
2411.00259
Enhancing Diversity in Bayesian Deep Learning via Hyperspherical Energy Minimization of CKA
[ "David Smerkous", "Qinxun Bai", "Li Fuxin" ]
[ "https://github.com/Deep-Machine-Vision/he-cka-ensembles" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=s1MoH2pACa
poster
2410.22959
EnsIR: An Ensemble Algorithm for Image Restoration via Gaussian Mixture Models
[ "Shangquan Sun", "Wenqi Ren", "Zikun Liu", "Hyunhee Park", "Rui Wang", "Xiaochun Cao" ]
[ "https://github.com/sunshangquan/EnsIR" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=rzvVm0LsyK
poster
ADOPT: Modified Adam Can Converge with Any β_2 with the Optimal Rate
[ "Shohei Taniguchi", "Keno Harada", "Gouki Minegishi", "Yuta Oshima", "Seong Cheol Jeong", "Go Nagahara", "Tomoshi Iiyama", "Masahiro Suzuki", "Yusuke Iwasawa", "Yutaka Matsuo" ]
[ "https://github.com/ishohei220/adopt" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ry0RXTJwjy
poster
2410.07863
Learning to Balance Altruism and Self-interest Based on Empathy in Mixed-Motive Games
[ "Fanqi Kong", "Yizhe Huang", "Song-Chun Zhu", "Siyuan Qi", "Xue Feng" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=rvBabL7DUu
poster
Face2QR: A Unified Framework for Aesthetic, Face-Preserving, and Scannable QR Code Generation
[ "Xuehao Cui", "Guangyang Wu", "Zhenghao Gan", "Guangtao Zhai", "Xiaohong Liu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=rtz4df9IF1
oral
2408.16653
Optimal Parallelization of Boosting
[ "Arthur da Cunha", "Mikael Møller Høgsgaard", "Kasper Green Larsen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=rpjh69DUX2
poster
2410.09728
Meta-Reinforcement Learning with Universal Policy Adaptation: Provable Near-Optimality under All-task Optimum Comparator
[ "Siyuan Xu", "Minghui Zhu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=rpZWSDjc4N
poster
2405.12601
FFAM: Feature Factorization Activation Map for Explanation of 3D Detectors
[ "Shuai Liu", "Boyang Li", "Zhiyu Fang", "Mingyue Cui", "Kai Huang" ]
[ "https://github.com/say2l/ffam" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=rniiAVjHi5
poster
2406.06398
Universality of AdaGrad Stepsizes for Stochastic Optimization: Inexact Oracle, Acceleration and Variance Reduction
[ "Anton Rodomanov", "Xiaowen Jiang", "Sebastian U Stich" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=rnUEUbRxVu
poster
2405.14722
DAPE: Data-Adaptive Positional Encoding for Length Extrapolation
[ "Chuanyang Zheng", "Yihang Gao", "Han Shi", "Minbin Huang", "Jingyao Li", "Jing Xiong", "Xiaozhe Ren", "Michael Ng", "Xin Jiang", "Zhenguo Li", "Yu Li" ]
[ "https://github.com/chuanyang-zheng/cape" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=rle9X7DQuH
poster
2411.01833
OwMatch: Conditional Self-Labeling with Consistency for Open-world Semi-Supervised Learning
[ "Shengjie Niu", "Lifan Lin", "Jian Huang", "Chao Wang" ]
[ "https://github.com/niusj03/owmatch" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=rkuVYosT2c
poster
2405.05343
Distributed Least Squares in Small Space via Sketching and Bias Reduction
[ "Sachin Garg", "Kevin Tan", "Michal Derezinski" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=rk2L9YGDi2
oral
Sequoia: Scalable and Robust Speculative Decoding
[ "Zhuoming Chen", "Avner May", "Ruslan Svirschevski", "Yu-Hsun Huang", "Max Ryabinin", "Zhihao Jia", "Beidi Chen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=rjSPDVdUaw
oral
2411.05927
Moving Off-the-Grid: Scene-Grounded Video Representations
[ "Sjoerd van Steenkiste", "Daniel Zoran", "Yi Yang", "Yulia Rubanova", "Rishabh Kabra", "Carl Doersch", "Dilara Gokay", "Joseph Heyward", "Etienne Pot", "Klaus Greff", "Drew A. Hudson", "Thomas Albert Keck", "Joao Carreira", "Alexey Dosovitskiy", "Mehdi S. M. Sajjadi", "Thomas Kipf" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=rhCgizNupi
oral
2409.07131
Reranking Laws for Language Generation: A Communication-Theoretic Perspective
[ "António Farinhas", "Haau-Sing Li", "Andre Martins" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=rgwhJ7INtZ
poster
2402.17457
Super Consistency of Neural Network Landscapes and Learning Rate Transfer
[ "Lorenzo Noci", "Alexandru Meterez", "Thomas Hofmann", "Antonio Orvieto" ]
https://huggingface.co/papers/2402.17457
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=rgtrYVC9n4
poster
Discovering Sparsity Allocation for Layer-wise Pruning of Large Language Models
[ "Lujun Li", "Peijie Dong", "Zhenheng Tang", "Xiang Liu", "Qiang Wang", "Wenhan Luo", "Wei Xue", "Qifeng Liu", "Xiaowen Chu", "Yike Guo" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=recsheQ7e8
poster
2405.17977
Aligning to Thousands of Preferences via System Message Generalization
[ "Seongyun Lee", "Sue Hyun Park", "Seungone Kim", "Minjoon Seo" ]
https://huggingface.co/papers/2405.17977
[ "https://github.com/kaistAI/Janus" ]
[]
[ "kaist-ai/janus-7b", "kaist-ai/janus-rm-7b", "kaist-ai/janus-orpo-7b", "kaist-ai/janus-dpo-7b", "RichardErkhov/kaist-ai_-_janus-7b-gguf", "RichardErkhov/kaist-ai_-_janus-orpo-7b-gguf", "RichardErkhov/kaist-ai_-_janus-dpo-7b-gguf" ]
[ "kaist-ai/Multifaceted-Collection", "kaist-ai/Multifaceted-Collection-ORPO", "kaist-ai/Multifaceted-Collection-DPO", "kaist-ai/Multifaceted-Collection-small", "kaist-ai/Multifaceted-Collection-RM", "kaist-ai/Multifaceted-Bench" ]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=re2jPCnzkA
poster
MIDGArD: Modular Interpretable Diffusion over Graphs for Articulated Designs
[ "Quentin Leboutet", "Nina Wiedemann", "zhipeng cai", "Michael Paulitsch", "Kai Yuan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=re0ly2Ylcu
poster
2406.05972
Decision-Making Behavior Evaluation Framework for LLMs under Uncertain Context
[ "Jingru Jia", "Zehua Yuan", "Junhao Pan", "Paul E McNamara", "Deming Chen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=rbtnRsiXSN
poster
DeMo: Decoupling Motion Forecasting into Directional Intentions and Dynamic States
[ "Bozhou Zhang", "Nan Song", "Li Zhang" ]
[ "https://github.com/fudan-zvg/demo" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=rblaF2euXQ
poster
Local Anti-Concentration Class: Logarithmic Regret for Greedy Linear Contextual Bandit
[ "Seok-Jin Kim", "Min-hwan Oh" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=rajRJ6WKj2
poster
2409.18336
DeBaRA: Denoising-Based 3D Room Arrangement Generation
[ "Léopold Maillard", "Nicolas Sereyjol-Garros", "Tom Durand", "Maks Ovsjanikov" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=rafVvthuxD
poster
2405.16852
EM Distillation for One-step Diffusion Models
[ "Sirui Xie", "Zhisheng Xiao", "Diederik P Kingma", "Tingbo Hou", "Ying Nian Wu", "Kevin Patrick Murphy", "Tim Salimans", "Ben Poole", "Ruiqi Gao" ]
https://huggingface.co/papers/2405.16852
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=raABeiV71j
poster
2406.02542
Loki: Low-rank Keys for Efficient Sparse Attention
[ "Prajwal Singhania", "Siddharth Singh", "Shwai He", "Soheil Feizi", "Abhinav Bhatele" ]
https://huggingface.co/papers/2406.02542
[ "https://github.com/hpcgroup/loki" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=rYs2Dmn9tD
poster
2406.16218
Trace is the Next AutoDiff: Generative Optimization with Rich Feedback, Execution Traces, and LLMs
[ "Ching-An Cheng", "Allen Nie", "Adith Swaminathan" ]
https://huggingface.co/papers/2406.16218
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=rYjYwuM6yH
poster
2409.00119
3-in-1: 2D Rotary Adaptation for Efficient Finetuning, Efficient Batching and Composability
[ "Baohao Liao", "Christof Monz" ]
https://huggingface.co/papers/2409.00119
[ "https://github.com/baohaoliao/road" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=rXGxbDJadh
poster
Everyday Object Meets Vision-and-Language Navigation Agent via Backdoor
[ "Keji He", "Kehan Chen", "Jiawang Bai", "Yan Huang", "Qi Wu", "Shu-Tao Xia", "Liang Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=rVSc3HIZS4
poster
Multi-turn Reinforcement Learning with Preference Human Feedback
[ "Lior Shani", "Aviv Rosenberg", "Asaf Cassel", "Oran Lang", "Daniele Calandriello", "Avital Zipori", "Hila Noga", "Orgad Keller", "Bilal Piot", "Idan Szpektor", "Avinatan Hassidim", "Yossi Matias", "Remi Munos" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=rTxCIWsfsD
poster
2411.00465
Uncertainty-based Offline Variational Bayesian Reinforcement Learning for Robustness under Diverse Data Corruptions
[ "Rui Yang", "Jie Wang", "Guoping Wu", "Bin Li" ]
[ "https://github.com/MIRALab-USTC/RL-TRACER" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=rTONicCCJm
poster
Learning from Highly Sparse Spatio-temporal Data
[ "Leyan Deng", "Chenwang Wu", "Defu Lian", "Enhong Chen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=rQYyWGYuzK
poster
2409.11697
Monomial Matrix Group Equivariant Neural Functional Networks
[ "Hoang V. Tran", "Thieu Vo", "Tho Tran Huu", "An Nguyen The", "Tan Minh Nguyen" ]
[ "https://github.com/mathematicalai-nus/monomial-nfn" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=rPgc5brxmT
poster
2405.17075
Interaction-Force Transport Gradient Flows
[ "Egor Gladin", "Pavel Dvurechensky", "Alexander Mielke", "Jia-Jie Zhu" ]
[ "https://github.com/egorgladin/ift_flow" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=rPKCrzdqJx
poster
2402.08576
Regret Minimization in Stackelberg Games with Side Information
[ "Keegan Harris", "Steven Wu", "Maria Florina Balcan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=rM3FFH1mqk
poster
2312.14572
Semidefinite Relaxations of the Gromov-Wasserstein Distance
[ "Junyu Chen", "Binh Nguyen", "Shang Hui Koh", "Yong Sheng Soh" ]
[ "https://github.com/tbng/gwsdp" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=rM24UUgZg8
poster
2411.01443
Activating Self-Attention for Multi-Scene Absolute Pose Regression
[ "Miso Lee", "Jihwan Kim", "Jae-Pil Heo" ]
[ "https://github.com/dlalth557/ActMST" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=rLJisJmMKw
poster
2405.17251
GenWarp: Single Image to Novel Views with Semantic-Preserving Generative Warping
[ "Junyoung Seo", "Kazumi Fukuda", "Takashi Shibuya", "Takuya Narihira", "Naoki Murata", "Shoukang Hu", "Chieh-Hsin Lai", "Seungryong Kim", "Yuki Mitsufuji" ]
https://huggingface.co/papers/2405.17251
[ "https://github.com/sony/genwarp" ]
[ "Sony/genwarp" ]
[ "Sony/genwarp" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=rL7OtNsD9a
poster
2410.17373
Episodic Future Thinking Mechanism for Multi-agent Reinforcement Learning
[ "Dongsu Lee", "Minhae Kwon" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=rIOl7KbSkv
poster
2402.16187
No Free Lunch in LLM Watermarking: Trade-offs in Watermarking Design Choices
[ "Qi Pang", "Shengyuan Hu", "Wenting Zheng", "Virginia Smith" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=rIOTceoNc8
poster
2405.18127
Graph Coarsening with Message-Passing Guarantees
[ "Antonin Joly", "Nicolas Keriven" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=rI80PHlnFm
poster
Model Based Inference of Synaptic Plasticity Rules
[ "Yash Mehta", "Danil Tyulmankov", "Adithya E. Rajagopalan", "Glenn C Turner", "James E Fitzgerald", "Jan Funke" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=rI7oZj1WMc
poster
2410.22133
Learning Successor Features the Simple Way
[ "Raymond Chua", "Arna Ghosh", "Christos Kaplanis", "Blake Aaron Richards", "Doina Precup" ]
[ "https://github.com/raymondchua/simple_successor_features" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=rGEDFS3emy
poster
2403.15751
F-OAL: Forward-only Online Analytic Learning with Fast Training and Low Memory Footprint in Class Incremental Learning
[ "Huiping Zhuang", "Yuchen Liu", "Run He", "Kai Tong", "Ziqian Zeng", "Cen Chen", "Yi Wang", "Lap-Pui Chau" ]
[ "https://github.com/liuyuchen-cz/f-oal" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=rF1YRtZfoJ
poster
2403.19137
CLAP4CLIP: Continual Learning with Probabilistic Finetuning for Vision-Language Models
[ "Saurav Jha", "Dong Gong", "Lina Yao" ]
[ "https://github.com/srvcodes/clap4clip" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=rDoPMODpki
poster
2405.16412
KG-FIT: Knowledge Graph Fine-Tuning Upon Open-World Knowledge
[ "Pengcheng Jiang", "Lang Cao", "Cao Xiao", "Parminder Bhatia", "Jimeng Sun", "Jiawei Han" ]
[ "https://github.com/pat-jj/KG-FIT" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=rCnZrFikX6
poster
2405.15732
Neural Persistence Dynamics
[ "Sebastian Zeng", "Florian Graf", "Martin Uray", "Stefan Huber", "Roland Kwitt" ]
[ "https://github.com/plus-rkwitt/neural_persistence_dynamics" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=rCXTkIhkbF
poster
2311.09058
Improving Deep Learning Optimization through Constrained Parameter Regularization
[ "Jörg K.H. Franke", "Michael Hefenbrock", "Gregor Koehler", "Frank Hutter" ]
[ "https://github.com/automl/cpr" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=r8YntmAd0g
poster
2408.13460
DOPPLER: Differentially Private Optimizers with Low-pass Filter for Privacy Noise Reduction
[ "Xinwei Zhang", "Zhiqi Bu", "Mingyi Hong", "Meisam Razaviyayn" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=r8M9SfYMDi
poster
2405.13226
Dataset Decomposition: Faster LLM Training with Variable Sequence Length Curriculum
[ "Hadi Pouransari", "Chun-Liang Li", "Jen-Hao Rick Chang", "Pavan Kumar Anasosalu Vasu", "Cem Koc", "Vaishaal Shankar", "Oncel Tuzel" ]
https://huggingface.co/papers/2405.13226
[ "" ]
[]
[ "apple/DCLM-7B-8k" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=r70jUOpDCM
poster
2405.14174
Multi-Scale VMamba: Hierarchy in Hierarchy Visual State Space Model
[ "Yuheng Shi", "Minjing Dong", "Chang Xu" ]
https://huggingface.co/papers/2405.14174
[ "https://github.com/yuhengsss/msvmamba" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=r6tnDXIkNS
poster
2410.14189
Neural Signed Distance Function Inference through Splatting 3D Gaussians Pulled on Zero-Level Set
[ "Wenyuan Zhang", "Yu-Shen Liu", "Zhizhong Han" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=r6V7EjANUK
poster
GSDF: 3DGS Meets SDF for Improved Neural Rendering and Reconstruction
[ "Mulin Yu", "Tao Lu", "Linning Xu", "Lihan Jiang", "Yuanbo Xiangli", "Bo Dai" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=r5spnrY6H3
oral
RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation
[ "Changli Wu", "Qi Chen", "Jiayi Ji", "Haowei Wang", "Yiwei Ma", "You Huang", "Gen Luo", "Hao Fei", "Xiaoshuai Sun", "Rongrong Ji" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=r5nev2SHtJ
poster
From Causal to Concept-Based Representation Learning
[ "Goutham Rajendran", "Simon Buchholz", "Bryon Aragam", "Bernhard Schölkopf", "Pradeep Kumar Ravikumar" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=r3c0WGCXgt
poster
2407.11502
How Control Information Influences Multilingual Text Image Generation and Editing?
[ "Boqiang Zhang", "Zuan Gao", "Yadong Qu", "Hongtao Xie" ]
[ "https://github.com/cyrilsterling/textgen" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=r0eSCJ6qsL
poster
2411.04967
AsCAN: Asymmetric Convolution-Attention Networks for Efficient Recognition and Generation
[ "Anil Kag", "Huseyin Coskun", "Jierun Chen", "Junli Cao", "Willi Menapace", "Aliaksandr Siarohin", "Sergey Tulyakov", "Jian Ren" ]
https://huggingface.co/papers/2411.04967
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=qzwAG8qxI1
poster
2409.18205
Bridging OOD Detection and Generalization: A Graph-Theoretic View
[ "Han Wang", "Yixuan Li" ]
[ "https://github.com/deeplearning-wisc/graph-spectral-ood" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=qyaz3XP0FN
poster
2410.12000
Parametric model reduction of mean-field and stochastic systems via higher-order action matching
[ "Jules Berman", "Tobias Blickhan", "Benjamin Peherstorfer" ]
[ "https://github.com/julesberman/hoam" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=qxS4IvtLdD
poster
2405.17673
Fast samplers for Inverse Problems in Iterative Refinement models
[ "Kushagra Pandey", "Ruihan Yang", "Stephan Mandt" ]
[ "https://github.com/mandt-lab/ci2rm" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=qwl3EiDi9r
poster
2405.16503
Integrating GNN and Neural ODEs for Estimating Non-Reciprocal Two-Body Interactions in Mixed-Species Collective Motion
[ "Masahito Uwamichi", "Simon K. Schnyder", "Tetsuya J. Kobayashi", "Satoshi Sawai" ]
[ "https://github.com/MasahitoUWAMICHI/collectiveMotionNN" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=qwgfh2fTtN
poster
2403.09472
Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision
[ "Zhiqing Sun", "Longhui Yu", "Yikang Shen", "Weiyang Liu", "Yiming Yang", "Sean Welleck", "Chuang Gan" ]
https://huggingface.co/papers/2403.09472
[ "https://github.com/edward-sun/easy-to-hard" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=qvdc0oCX2n
oral
2405.19547
CLIPLoss and Norm-Based Data Selection Methods for Multimodal Contrastive Learning
[ "Yiping Wang", "Yifang Chen", "Wendan Yan", "Alex Fang", "Wenjing Zhou", "Kevin Jamieson", "Simon Shaolei Du" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=qu5NTwZtxA
poster
Towards Editing Time Series
[ "Baoyu Jing", "Shuqi Gu", "Tianyu Chen", "Zhiyu Yang", "Dongsheng Li", "Jingrui He", "Kan Ren" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=qrlguvKu7a
poster
2405.07510
PeRFlow: Piecewise Rectified Flow as Universal Plug-and-Play Accelerator
[ "Hanshu Yan", "Xingchao Liu", "Jiachun Pan", "Jun Hao Liew", "qiang liu", "Jiashi Feng" ]
https://huggingface.co/papers/2405.07510
[ "https://github.com/magic-research/piecewise-rectified-flow" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=qrfp4eeZ47
poster
2411.01542
FactorizePhys: Matrix Factorization for Multidimensional Attention in Remote Physiological Sensing
[ "Jitesh Joshi", "Sos Agaian", "Youngjun Cho" ]
[ "https://github.com/physiologicailab/factorizephys" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=qqQFOcUEqM
poster
2410.08611
Conjugated Semantic Pool Improves OOD Detection with Pre-trained Vision-Language Models
[ "Mengyuan Chen", "Junyu Gao", "Changsheng Xu" ]
[ "https://github.com/mengyuanchen21/neurips2024-csp" ]
[]
[]
[]
NeurIPS2024