ICLR 2024 Conference Submissions

NIR-Assisted Image Denoising: A Selective Fusion Approach and A Real-World Benchmark Dataset
RongJian Xu, Zhilu Zhang, Renlong Wu, Dongsheng Jiang, XIAOPENG ZHANG, Qi Tian, Wangmeng Zuo
- 20 Sept 2023 (modified: 28 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Pushing the Limits of Pre-training for Time Series Forecasting in the CloudOps Domain
Gerald Woo, Chenghao Liu, Akshat Kumar, Doyen Sahoo
- 20 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Duolando: Follower GPT with Off-Policy Reinforcement Learning for Dance Accompaniment
Li Siyao, Tianpei Gu, Zhitao Yang, Zhengyu Lin, Ziwei Liu, Henghui Ding, Lei Yang, Chen Change Loy
- Published: 16 Jan 2024, Last Modified: 14 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Semantic Parsing with Candidate Expressions for Knowledge Base Question Answering
Daehwan Nam, Gary Lee
- 20 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
TCL-VS: Temporal Contrastive Learning for Self-Supervised Video Summarization
Jiajun Han, Xuran Yang, kun shen Xu, Hui Zhang, Kanle Shi
- 20 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Expressive Modeling is Insufficient for Offline RL: A Tractable Inference Perspective
Xuejie Liu, Anji Liu, Guy Van den Broeck, Yitao Liang
- 20 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Cross-domain Few-shot Classification via Invariant-content Feature Reconstruction
Hongduan Tian, Feng Liu, Ka Chun Cheung, Zhen Fang, Simon See, Tongliang Liu, Bo Han
- 20 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
STREAM: Spatio-TempoRal Evaluation and Analysis Metric for Video Generative Models
Pum Jun Kim, Seojun Kim, Jaejun Yoo
- Published: 16 Jan 2024, Last Modified: 28 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Explainable Multi-Objective Model Selection for Time Series Forecasting
Raphael Fischer, Amal Saadallah
- 20 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Discovering Environments with XRM
Mohammad Pezeshki, Diane Bouchacourt, Mark Ibrahim, Nicolas Ballas, Pascal Vincent, David Lopez-Paz
- 20 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Accelerated Sampling with Stacked Restricted Boltzmann Machines
Jorge Fernandez-de-Cossio-Diaz, Clément Roussel, Simona Cocco, Remi Monasson
- Published: 16 Jan 2024, Last Modified: 21 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
DECOUPLE QUANTIZATION STEP AND OUTLIER-MIGRATED RECONSTRUCTION FOR PTQ
Zhaojing Wen, Qiulin Zhang, Yuan Zhang, Rudan Chen, Xichao Yang, Di Xie
- 20 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
CLIP Facial Expression Recognition: Balancing Precision and Generalization
Yuhang Zhang, Weihong Deng
- 20 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Completion Consistency for Point Cloud Completion Enhancement
Kevin Tirta Wijaya, Dong-Hee Paek, Seung-Hyun Kong
- 20 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
RTMPose: Real-Time Models for Multi-Person Pose Estimation
Tao Jiang, Peng Lu, Li Zhang, Ningsheng Ma, Han Lyu, Chengqi Lyu, Yining Li, Kai Chen
- 20 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Image Inpainting via Tractable Steering of Diffusion Models
Anji Liu, Mathias Niepert, Guy Van den Broeck
- Published: 16 Jan 2024, Last Modified: 14 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Unified Uncertainty Estimation
Kamalika Chaudhuri, David Lopez-Paz
- 20 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Language Guided Interpretable Image Recognition via Manifold Alignment
Jiaqi Wang, Pichao WANG, Fan Wang, Liping Jing
- 20 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
SimPLR: A Simple and Plain Transformer for Object Detection and Segmentation
Duy Kien Nguyen, Martin R. Oswald, Cees G. M. Snoek
- 20 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models
Yuhui Xu, Lingxi Xie, Xiaotao Gu, Xin Chen, Heng Chang, Hengheng Zhang, Zhengsu Chen, XIAOPENG ZHANG, Qi Tian
- Published: 16 Jan 2024, Last Modified: 05 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
On the Paradox of Generalizable Logical Reasoning in Large Language Models
Xiaojuan Tang, Zilong Zheng, Jiaqi Li, Fanxu Meng, Song-Chun Zhu, Yitao Liang, Muhan Zhang
- 20 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
YOLOV6: A SINGLE-STAGE OBJECT DETECTION FRAMEWORK FOR INDUSTRIAL APPLICATIONS
Chuyi Li, Bo Zhang, Lulu Li, Liang Li, Yifei Geng, Meng Cheng, Xu Xiaoming, Xiangxiang Chu, Xiaoming Wei
- 20 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
How Graph Neural Networks Learn: Lessons from Training Dynamics in Function Space
Chenxiao Yang, Qitian Wu, David Wipf, Ruoyu Sun, Junchi Yan
- 20 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
R-MAE: Regions Meet Masked Autoencoders
Duy Kien Nguyen, Yanghao Li, Vaibhav Aggarwal, Martin R. Oswald, Alexander Kirillov, Cees G. M. Snoek, Xinlei Chen
- Published: 16 Jan 2024, Last Modified: 15 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Transformer-Modulated Diffusion Models for Probabilistic Multivariate Time Series Forecasting
Yuxin Li, Wenchao Chen, Xinyue Hu, Bo Chen, baolin sun, Mingyuan Zhou
- Published: 16 Jan 2024, Last Modified: 05 Mar 2024
- ICLR 2024 poster
- Readers: Everyone