ICLR 2025 Conference Submissions

ToVE: Efficient Vision-Language Learning via Knowledge Transfer from Vision Experts
Yuanchen Wu, Junlong Du, Ke Yan, Shouhong Ding, Xiaoqiang Li
- Published: 22 Jan 2025, Last Modified: 03 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
SaMer: A Scenario-aware Multi-dimensional Evaluator for Large Language Models
Kehua Feng, Keyan Ding, Jing Yu, Yiwen Qu, Zhiwen Chen, chengfei lv, Gang Yu, Qiang Zhang, Huajun Chen
- Published: 22 Jan 2025, Last Modified: 19 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Putnam-AXIOM: A Functional & Static Benchmark for Measuring Higher Level Mathematical Reasoning in LLMs
Aryan Gulati, Brando Miranda, Eric Chen, Emily Xia, Kai Fronsdal, Bruno de Moraes Dumont, Sanmi Koyejo
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Towards Hierarchical Rectified Flow
Yichi Zhang, Yici Yan, Alex Schwing, Zhizhen Zhao
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
FastCLIP: A Suite of Optimization Techniques to Accelerate CLIP Training with Limited Resources
Xiyuan Wei, Fanjiang Ye, Ori Yonay, Xingyu Chen, Baixi Sun, Dingwen Tao, Tianbao Yang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Relaxing Representation Alignment with Knowledge Preservation for Multi-Modal Continual Learning
Evelyn Chee, Wynne Hsu, Mong-Li Lee
- 27 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Representing Part-Whole Hierarchy with Nested Neuronal Coherence
Hao Zheng
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
A Theoretical Framework for Partially-Observed Reward States in RLHF
Chinmaya Kausik, Mirco Mutti, Aldo Pacchiano, Ambuj Tewari
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
A Novel Kernel Sparse Coding Method with A Two-stage Acceleration Strategy
Shiqin Wang, Kun Xie, Jiazheng Tian, Jigang Wen, Gaogang Xie, Guangxing Zhang
- 27 Sept 2024 (modified: 23 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
BeST - A Novel Source Selection Metric for Transfer Learning
Ashutosh Soni, Peizhong Ju, Atilla Eryilmaz, Ness Shroff
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
KEYPOINT-GUIDED 4D GAUSSIAN SPLATTING WITH DECOUPLED SPATIO-TEMPORAL FLOW REFINEMENT
Jusheng Zhang, Jinzhou Tang, Zhuojie Yang, Sidi Liu, Kaiyu Wu, Mingyan Li, Jian Wang, Keze Wang, Yufeng Yang
- 27 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
CONTRA: Conformal Prediction Region via Normalizing Flow Transformation
Zhenhan Fang, Aixin Tan, Jian Huang
- Published: 22 Jan 2025, Last Modified: 07 May 2025
- ICLR 2025 Poster
- Readers: Everyone
LASP-2: Rethinking Sequence Parallelism for Linear Attention and its Hybrid
Weigao Sun, Disen Lan, Xiaoye Qu, Yu Cheng
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Positional Attention: Out-of-Distribution Generalization and Expressivity for Neural Algorithmic Reasoning
Artur Back de Luca, George Giapitzakis, Shenghao Yang, Petar Veličković, Kimon Fountoulakis
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Learn from the Past: Dynamic Data Pruning with Historically Weighted Bernoulli Sampling
Jui-Nan Yen, Cho-Jui Hsieh
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Noise Balance and Stationary Distribution of Stochastic Gradient Descent
Liu Ziyin, Hongchao Li, Masahito Ueda
- 27 Sept 2024 (modified: 30 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Dataset Distillation for Domain Generalization
Youngseok Yoon, Suha Kwak
- 27 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
ChatQA 2: Bridging the Gap to Proprietary LLMs in Long Context and RAG Capabilities
Peng Xu, Wei Ping, Xianchao Wu, Chejian Xu, Zihan Liu, Mohammad Shoeybi, Bryan Catanzaro
- Published: 22 Jan 2025, Last Modified: 13 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
VLMaterial: Procedural Material Generation with Large Vision-Language Models
Beichen Li, Rundi Wu, Armando Solar-Lezama, Changxi Zheng, Liang Shi, Bernd Bickel, Wojciech Matusik
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Rethinking Artistic Copyright Infringements In the Era Of Text-to-Image Generative Models
Mazda Moayeri, Sriram Balasubramanian, Samyadeep Basu, Priyatham Kattakinda, Atoosa Chegini, Robert Brauneis, Soheil Feizi
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Can Large Vision-Language Models Correct Grounding Errors By Themselves?
Yuan-Hong Liao, Rafid Mahmood, Sanja Fidler, David Acuna
- 27 Sept 2024 (modified: 17 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Skill-based Safe Reinforcement Learning with Risk Planning
Hanping Zhang, Yuhong Guo
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
From Exploration to Mastery: Enabling LLMs to Master Tools via Self-Driven Interactions
Changle Qu, Sunhao Dai, Xiaochi Wei, Hengyi Cai, Shuaiqiang Wang, Dawei Yin, Jun Xu, Ji-Rong Wen
- Published: 22 Jan 2025, Last Modified: 28 Apr 2025
- ICLR 2025 Oral
- Readers: Everyone
Dysca: A Dynamic and Scalable Benchmark for Evaluating Perception Ability of LVLMs
Jie Zhang, Zhongqi Wang, Mengqi Lei, Zheng Yuan, Bei Yan, Shiguang Shan, Xilin Chen
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Overfitting: An Unexpected Asset in AI‐Generated Image Detection
Guanzheng Qin, Yonggang Zhang, Chao Wu, Yiu-ming Cheung, Bo Han, Xinmei Tian
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone