NeurIPS

Object-Centric Learning for Real-World Videos by Predicting Temporal Feature Similarities

Andrii Zadaianchuk, Maximilian Seitzer, Georg Martius

Comments NeurIPS 2023. Website and code available at https://martius-lab.github.io/videosaur

Kernelized Reinforcement Learning with Order Optimal Regret Bounds

Sattar Vakili, Julia Olkhovskaya

Comments Advances in Neural Information Processing Systems (NeurIPS), 2023. In the previous version, we utilized Lemma C.1 from Yang et al., 2020a to bound the RKHS norm of the kernel ridge predictor. In the current version, this is proven in Lemma 5

Controlling Text-to-Image Diffusion by Orthogonal Finetuning

Zeju Qiu, Weiyang Liu, Haiwen Feng, Yuxuan Xue, Yao Feng, Zhen Liu, Dan Zhang, Adrian Weller, Bernhard Schölkopf

Comments NeurIPS 2023 (v3: fixed formula typos in Section 3.5, 43 pages, 34 figures, project page: https://oft.wyliu.com/)

IPMix: Label-Preserving Data Augmentation Method for Training Robust Classifiers

Zhenglin Huang, Xiaoan Bao, Na Zhang, Qingqi Zhang, Xiaomei Tu, Biao Wu, Xi Yang

Comments NeurIPS 2023

Better Uncertainty Calibration via Proper Scores for Classification and Beyond

Sebastian G. Gruber, Florian Buettner

Comments Published at NeurIPS 2022. Corrected conference version Theorem 3.1 and Proposition 3.2 since CWCE=0 does not imply TCE=0

Journal ref Advances in Neural Information Processing Systems 35 (NeurIPS 2022)

Temporal Positive-unlabeled Learning for Biomedical Hypothesis Generation via Risk Estimation

Uchenna Akujuobi, Jun Chen, Mohamed Elhoseiny, Michael Spranger, Xiangliang Zhang

Comments Accepted for Neurips 2020

Convolutional Neural Networks on Graphs with Chebyshev Approximation, Revisited

Mingguo He, Zhewei Wei, Ji-Rong Wen

Comments NeurIPS 2022

Shape Non-rigid Kinematics (SNK): A Zero-Shot Method for Non-Rigid Shape Matching via Unsupervised Functional Map Regularized Reconstruction

Souhaib Attaiki, Maks Ovsjanikov

Comments NeurIPS 2023, 10 pages, 9 figures

Journal ref 2023 Advances in Neural Information Processing Systems (NeurIPS)

Car Damage Detection and Patch-to-Patch Self-supervised Image Alignment

Hanxiao Chen

Comments The paper has been accepted and given a poster presentation at NeurIPS 2021 WiML Workshop (https://nips.cc/virtual/2021/affinity-workshop/22882)

Elephants Never Forget: Testing Language Models for Memorization of Tabular Data

Sebastian Bordt, Harsha Nori, Rich Caruana

Comments Table Representation Learning Workshop at NeurIPS 2023

Which Models have Perceptually-Aligned Gradients? An Explanation via Off-Manifold Robustness

Suraj Srinivas, Sebastian Bordt, Hima Lakkaraju

Comments NeurIPS 2023

On quantum backpropagation, information reuse, and cheating measurement collapse

Amira Abbas, Robbie King, Hsin-Yuan Huang, William J. Huggins, Ramis Movassagh, Dar Gilboa, Jarrod R. McClean

Comments 29 pages, 2 figures

Journal ref Advances in Neural Information Processing Systems 36 (2024)

CycleNet: Rethinking Cycle Consistency in Text-Guided Diffusion for Image Manipulation

Sihan Xu, Ziqiao Ma, Yidong Huang, Honglak Lee, Joyce Chai

Comments NeurIPS 2023

HIQL: Offline Goal-Conditioned RL with Latent States as Actions

Seohong Park, Dibya Ghosh, Benjamin Eysenbach, Sergey Levine

Comments NeurIPS 2023

RAPHAEL: Text-to-Image Generation via Large Mixture of Diffusion Paths

Zeyue Xue, Guanglu Song, Qiushan Guo, Boxiao Liu, Zhuofan Zong, Yu Liu, Ping Luo

Comments NeurIPS 2023

The Behavior and Convergence of Local Bayesian Optimization

Kaiwen Wu, Kyurae Kim, Roman Garnett, Jacob R. Gardner

Comments 27 pages; NeurIPS 2023

Unsupervised Graph Neural Architecture Search with Disentangled Self-supervision

Zeyang Zhang, Xin Wang, Ziwei Zhang, Guangyao Shen, Shiqi Shen, Wenwu Zhu

Comments NeurIPS'23

Spectral Invariant Learning for Dynamic Graphs under Distribution Shifts

Zeyang Zhang, Xin Wang, Ziwei Zhang, Zhou Qin, Weigao Wen, Hui Xue, Haoyang Li, Wenwu Zhu

Comments NeurIPS'23

AttentionStitch: How Attention Solves the Speech Editing Problem

Antonios Alexos, Pierre Baldi

Comments Accepted in Machine Learning for Audio workship in NeurIPS 2023

SQ Lower Bounds for Non-Gaussian Component Analysis with Weaker Assumptions

Ilias Diakonikolas, Daniel Kane, Lisheng Ren, Yuxin Sun

Comments Conference version published in NeurIPS 2023

Crystal Structure Prediction by Joint Equivariant Diffusion

Rui Jiao, Wenbing Huang, Peijia Lin, Jiaqi Han, Pin Chen, Yutong Lu, Yang Liu

Comments NeurIPS 2023

Tackling Heavy-Tailed Rewards in Reinforcement Learning with Function Approximation: Minimax Optimal and Instance-Dependent Regret Bounds

Jiayi Huang, Han Zhong, Liwei Wang, Lin F. Yang

Comments NeurIPS 2023

Distribution-Free Statistical Dispersion Control for Societal Applications

Zhun Deng, Thomas P. Zollo, Jake C. Snell, Toniann Pitassi, Richard Zemel

Comments Accepted by NeurIPS as spotlight (top 3% among submissions)

AbDiffuser: Full-Atom Generation of in vitro Functioning Antibodies

Karolis Martinkus, Jan Ludwiczak, Kyunghyun Cho, Wei-Ching Liang, Julien Lafrance-Vanasse, Isidro Hotzel, Arvind Rajpal, Yan Wu, Richard Bonneau, Vladimir Gligorijevic, Andreas Loukas

Comments NeurIPS 2023

Anonymous and Copy-Robust Delegations for Liquid Democracy

Markus Utke, Ulrike Schmidt-Kraepelin

Comments Presented at NeurIPS 2023

A Reduction-based Framework for Sequential Decision Making with Delayed Feedback

Yunchang Yang, Han Zhong, Tianhao Wu, Bin Liu, Liwei Wang, Simon S. Du

Comments Accepted by Neurips 2023. arXiv admin note: text overlap with arXiv:2110.14555 by other authors

Contextually Affinitive Neighborhood Refinery for Deep Clustering

Chunlin Yu, Ye Shi, Jingya Wang

Comments Accepted to NeurIPS 2023

Tree-Regularized Tabular Embeddings

Xuan Li, Yun Wang, Bo Li

Comments Table Representation Learning Workshop at NeurIPS 2023

Minecraft-ify: Minecraft Style Image Generation with Text-guided Image Editing for In-Game Application

Bumsoo Kim, Sanghyun Byun, Yonghoon Jung, Wonseop Shin, Sareer UI Amin, Sanghyun Seo

Comments 2 pages, 2 figures. Accepted as Spotlight to NeurIPS 2023 Workshop on Machine Learning for Creativity and Design

Zero-Shot 3D Drug Design by Sketching and Generating

Siyu Long, Yi Zhou, Xinyu Dai, Hao Zhou

Comments NeurIPS 2022 camera-ready