ICLR

Bayesian Optimization through Gaussian Cox Process Models for Spatio-temporal Data

Yongsheng Mei, Mahdi Imani, Tian Lan

Comments 2024 International Conference on Learning Representations (ICLR)

Learning Robust Generalizable Radiance Field with Visibility and Feature Augmented Point Representation

Jiaxu Wang, Ziyi Zhang, Renjing Xu

Comments International Conference on Learning Representations 2024

Novel Quadratic Constraints for Extending LipSDP beyond Slope-Restricted Activations

Patricia Pauli, Aaron Havens, Alexandre Araujo, Siddharth Garg, Farshad Khorrami, Frank Allgöwer, Bin Hu

Comments accepted as a conference paper at ICLR 2024

Navigating Dataset Documentations in AI: A Large-Scale Analysis of Dataset Cards on Hugging Face

Xinyu Yang, Weixin Liang, James Zou

Comments Accepted to the main conference of ICLR 2024

Perceptual Group Tokenizer: Building Perception with Iterative Grouping

Zhiwei Deng, Ting Chen, Yang Li

Comments The International Conference on Learning Representations (ICLR) 2024

ReSimAD: Zero-Shot 3D Domain Transfer for Autonomous Driving with Source Reconstruction and Target Simulation

Bo Zhang, Xinyu Cai, Jiakang Yuan, Donglin Yang, Jianfei Guo, Xiangchao Yan, Renqiu Xia, Botian Shi, Min Dou, Tao Chen, Si Liu, Junchi Yan, Yu Qiao

Comments Accepted by ICLR 2024. Code and simulated points are available at https://github.com/PJLab-ADG/3DTrans#resimad

Diffusion Model for Dense Matching

Jisu Nam, Gyuseong Lee, Sunwoo Kim, Hyeonsu Kim, Hyoungwon Cho, Seyeon Kim, Seungryong Kim

Comments ICLR 2024 (Oral), Project page is available at https://ku-cvlab.github.io/DiffMatch/

Point2SSM: Learning Morphological Variations of Anatomies from Point Cloud

Jadie Adams, Shireen Elhabian

Comments Accepted as a Spotlight presentation at ICLR 2024

The Joint Effect of Task Similarity and Overparameterization on Catastrophic Forgetting -- An Analytical Model

Daniel Goldfarb, Itay Evron, Nir Weinberger, Daniel Soudry, Paul Hand

Comments Accepted to the Twelfth International Conference on Learning Representations (ICLR 2024)

Stack Attention: Improving the Ability of Transformers to Model Hierarchical Patterns

Brian DuSell, David Chiang

Comments 20 pages, 4 figures. Published as a spotlight paper at ICLR 2024

Statistical Rejection Sampling Improves Preference Optimization

Tianqi Liu, Yao Zhao, Rishabh Joshi, Misha Khalman, Mohammad Saleh, Peter J. Liu, Jialu Liu

Comments Accepted in ICLR 2024

EasyTPP: Towards Open Benchmarking Temporal Point Processes

Siqiao Xue, Xiaoming Shi, Zhixuan Chu, Yan Wang, Hongyan Hao, Fan Zhou, Caigao Jiang, Chen Pan, James Y. Zhang, Qingsong Wen, Jun Zhou, Hongyuan Mei

Comments ICLR 2024 camera ready

Reward-Free Curricula for Training Robust World Models

Marc Rigter, Minqi Jiang, Ingmar Posner

Comments ICLR 2024

HAZARD Challenge: Embodied Decision Making in Dynamically Changing Environments

Qinhong Zhou, Sunli Chen, Yisong Wang, Haozhe Xu, Weihua Du, Hongxin Zhang, Yilun Du, Joshua B. Tenenbaum, Chuang Gan

Comments ICLR 2024. The first two authors contributed equally to this work

DAFA: Distance-Aware Fair Adversarial Training

Hyungyu Lee, Saehyung Lee, Hyemi Jang, Junsung Park, Ho Bae, Sungroh Yoon

Comments Accepted to ICLR 2024

A Precise Characterization of SGD Stability Using Loss Surface Geometry

Gregory Dexter, Borja Ocejo, Sathiya Keerthi, Aman Gupta, Ayan Acharya, Rajiv Khanna

Comments To appear at ICLR 2024

Accelerating Sinkhorn Algorithm with Sparse Newton Iterations

Xun Tang, Michael Shavlovsky, Holakou Rahmanian, Elisa Tardini, Kiran Koshy Thekumparampil, Tesi Xiao, Lexing Ying

Comments In ICLR 2024

SpikePoint: An Efficient Point-based Spiking Neural Network for Event Cameras Action Recognition

Hongwei Ren, Yue Zhou, Yulong Huang, Haotian Fu, Xiaopeng Lin, Jie Song, Bojun Cheng

Comments Accepted by ICLR 2024 (Spotlight)

Retrieval meets Long Context Large Language Models

Peng Xu, Wei Ping, Xianchao Wu, Lawrence McAfee, Chen Zhu, Zihan Liu, Sandeep Subramanian, Evelina Bakhturina, Mohammad Shoeybi, Bryan Catanzaro

Comments Published at ICLR 2024

SpeechTokenizer: Unified Speech Tokenizer for Speech Large Language Models

Xin Zhang, Dong Zhang, Shimin Li, Yaqian Zhou, Xipeng Qiu

Comments Accepted by ICLR 2024. Project page is at https://0nutation.github.io/SpeechTokenizer.github.io/

Retrieval-Guided Reinforcement Learning for Boolean Circuit Minimization

Animesh Basak Chowdhury, Marco Romanelli, Benjamin Tan, Ramesh Karri, Siddharth Garg

Comments Accepted in ICLR 2024

EmerDiff: Emerging Pixel-level Semantic Knowledge in Diffusion Models

Koichi Namekata, Amirmojtaba Sabour, Sanja Fidler, Seung Wook Kim

Comments ICLR 2024. Project page: https://kmcode1.github.io/Projects/EmerDiff/

MVSFormer++: Revealing the Devil in Transformer's Details for Multi-View Stereo

Chenjie Cao, Xinlin Ren, Yanwei Fu

Comments Accepted to ICLR2024

Journal ref ICLR(International Conference on Learning Representations) 2024

Knowledge Fusion of Large Language Models

Fanqi Wan, Xinting Huang, Deng Cai, Xiaojun Quan, Wei Bi, Shuming Shi

Comments Accepted to ICLR 2024

LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment

Bin Zhu, Bin Lin, Munan Ning, Yang Yan, Jiaxi Cui, HongFa Wang, Yatian Pang, Wenhao Jiang, Junwu Zhang, Zongwei Li, Wancai Zhang, Zhifeng Li, Wei Liu, Li Yuan

Comments Accepted by ICLR 2024

Who is ChatGPT? Benchmarking LLMs' Psychological Portrayal Using PsychoBench

Jen-tse Huang, Wenxuan Wang, Eric John Li, Man Ho Lam, Shujie Ren, Youliang Yuan, Wenxiang Jiao, Zhaopeng Tu, Michael R. Lyu

Comments Accepted for ICLR 2024 Oral Presentation. 15 pages (main text) and 5 pages (appendix)

Beyond Task Performance: Evaluating and Reducing the Flaws of Large Multimodal Models with In-Context Learning

Mustafa Shukor, Alexandre Rame, Corentin Dancette, Matthieu Cord

Comments ICLR 2024. Project Page: https://evalign-icl.github.io/

Look, Remember and Reason: Grounded reasoning in videos with language models

Apratim Bhattacharyya, Sunny Panchal, Mingu Lee, Reza Pourreza, Pulkit Madan, Roland Memisevic

Comments To appear at ICLR 2024

Zero and Few-shot Semantic Parsing with Ambiguous Inputs

Elias Stengel-Eskin, Kyle Rawlins, Benjamin Van Durme

Comments ICLR 2024 Camera Ready

Modulate Your Spectrum in Self-Supervised Learning

Xi Weng, Yunhao Ni, Tengwei Song, Jie Luo, Rao Muhammad Anwer, Salman Khan, Fahad Shahbaz Khan, Lei Huang

Comments Accepted at ICLR 2024. The code is available at https://github.com/winci-ai/intl