ICLR 2025 Conference Submissions

CXPMRG-Bench: Pre-training and Benchmarking for X-ray Medical Report Generation on CheXpert Plus Dataset
Xiao Wang, Fuling Wang, Yuehang Li, Qingchuan Ma, Shiao Wang, Bo Jiang, Chuanfu Li, Jin Tang
- 13 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Can a Bayesian oracle prevent harm from an agent?
Yoshua Bengio, Michael K. Cohen, Nikolay Malkin, Matt MacDermott, Damiano Fornasiere, Pietro Greiner, Younesse Kaddar
- 13 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Discovering Long-Term Effects on Parameter Efficient Fine-tuning
Gaole Dai, Chun-Kai Fan, Yiming Tang, Qizhe Zhang, Yulu Gan, Zhi Zhang, Cheng-Ching Tseng, Shanghang Zhang, Tiejun Huang
- 13 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
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Shilin Yan
- 13 Sept 2024 (modified: 02 Oct 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Progressive Parameter Efficient Transfer Learning for Semantic Segmentation
Nan Zhou, Huiqun Wang, Yaoyan Zheng, Di Huang
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
CROSS-CHANNEL ACTIVATION FUNCTION WITH PASS-THROUGH RATIO CONTROL
Sergei Gostilovich, Nikolay Kotoyants, Evgeniy Fedulin, Oleg Rogov, ANH-HUY PHAN
- 13 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Dynamic Low-Rank Sparse Adaptation for Large Language Models
Weizhong Huang, Yuxin Zhang, Xiawu Zheng, Liuyang, Jing Lin, Yiwu Yao, Rongrong Ji
- Published: 22 Jan 2025, Last Modified: 24 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Semantic Score Distillation Sampling for Compositional Text-to-3D Generation
Ling Yang, Zixiang Zhang, Junlin Han, Bohan Zeng, Runjia Li, Philip Torr, Wentao Zhang
- 13 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Generalizable Transferability Estimation of Foundation Vision Models via Implicit Learning
Yaoyan Zheng, Huiqun Wang, Nan Zhou, Di Huang
- 13 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Towards Efficient Automatic Self-Pruning of Large Language Models
Weizhong Huang, Yuxin Zhang, Xiawu Zheng, Fei Chao, Rongrong Ji
- 13 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Mitigating Gradient Interference for Efficient Sparse Fine-Tuning of Large Language Models
Yuhang Wu, Tianyu Xie, Weizhong Huang, Xiawu Zheng, Fei Chao, Rongrong Ji
- 13 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
A Coefficient Makes SVRG Effective
Yida Yin, Zhiqiu Xu, Zhiyuan Li, Trevor Darrell, Zhuang Liu
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
DiffPC: Diffusion-based High Perceptual Fidelity Image Compression with Semantic Refinement
Yichong Xia, Yimin Zhou, Jinpeng Wang, Baoyi An, Haoqian Wang, Yaowei Wang, Bin Chen
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
MambaVC: Exploring Selective State Spaces for Learned Visual Compression
Shiyu Qin, Jinpeng Wang, Yimin Zhou, Tianci Luo, Bin Chen, Baoyi An, Tao Dai, Shu-Tao Xia, Yaowei Wang
- 13 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
A Decade's Battle on Dataset Bias: Are We There Yet?
Zhuang Liu, Kaiming He
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Oral
- Readers: Everyone
Deep Neural Networks without Normalization
Jiachen Zhu, Xinlei Chen, Kaiming He, Yann LeCun, Zhuang Liu
- 13 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Consistency Flow Matching: Defining Straight Flows with Velocity Consistency
Ling Yang, Zixiang Zhang, Zhilong Zhang, Xingchao Liu, Jingwei Liu, Minkai Xu, Chenlin Meng, Stefano Ermon, Wentao Zhang, Bin CUI
- 13 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Unleashing the Power of Task-Specific Directions in Parameter Efficient Fine-tuning
Chongjie Si, Zhiyi Shi, Shifan Zhang, Xiaokang Yang, Hanspeter Pfister, Wei Shen
- Published: 22 Jan 2025, Last Modified: 03 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Learning Shape-Independent Transformation via Spherical Representations for Category-Level Object Pose Estimation
Huan Ren, Wenfei Yang, Xiang Liu, Shifeng Zhang, Tianzhu Zhang
- Published: 22 Jan 2025, Last Modified: 19 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
SparseVLM: Visual Token Sparsification for Efficient Vision Language Models Inference
Yuan Zhang, Chun-Kai Fan, Junpeng Ma, Wenzhao Zheng, Tao Huang, Kuan Cheng, Denis A Gudovskiy, Tomoyuki Okuno, Yohei Nakata, Kurt Keutzer, Shanghang Zhang
- 13 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Spread them Apart: Towards Robust Watermarking of Generated Content
Mikhail Pautov, Danil Ivanov, Andrey V. Galichin, Oleg Rogov, Ivan Oseledets
- 13 Sept 2024 (modified: 27 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Prune at the Clients, Not the Server: Accelerated Sparse Training in Federated Learning
Georg Meinhardt, Kai Yi, Laurent Condat, Peter Richtárik
- 13 Sept 2024 (modified: 18 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
FedComLoc: Communication-Efficient Distributed Training of Sparse and Quantized Models
Kai Yi, Georg Meinhardt, Laurent Condat, Peter Richtárik
- 13 Sept 2024 (modified: 18 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Cohort Squeeze: Beyond a Single Communication Round per Cohort in Cross-Device Federated Learning
Kai Yi, Timur Kharisov, Igor Sokolov, Peter Richtárik
- 13 Sept 2024 (modified: 30 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction
Ling Yang, Zhaochen Yu, Tianjun Zhang, Minkai Xu, Joseph E. Gonzalez, Bin CUI, Shuicheng YAN
- Published: 22 Jan 2025, Last Modified: 08 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone