ICLR 2025 Conference Submissions

Two Effects, One Trigger: On the Modality Gap, Object Bias, and Information Imbalance in Contrastive Vision-Language Models
Simon Schrodi, David T. Hoffmann, Max Argus, Volker Fischer, Thomas Brox
- Published: 22 Jan 2025, Last Modified: 21 Feb 2025
- ICLR 2025 Oral
- Readers: Everyone
PTNQ: Post-Training Non-Linear Quantization
Diogo Venâncio, Nuno P. Lopes
- 16 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Conditional Diffusion on Web-Scale Image Pairs leads to Diverse Image Variations
Manoj Kumar, Neil Houlsby, Emiel Hoogeboom
- 16 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation
Chenxi Wang, Xiang Chen, Ningyu Zhang, Bozhong Tian, Haoming Xu, Shumin Deng, Huajun Chen
- Published: 22 Jan 2025, Last Modified: 06 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Spacetime $E(n)$-Transformer: Equivariant Attention for Spatio-temporal Graphs
Sergio Charles
- 16 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
GDrag:Towards General-Purpose Interactive Editing with Anti-ambiguity Point Diffusion
Xiaojian Lin, Hanhui Li, Yuhao Cheng, Yiqiang Yan, Xiaodan Liang
- Published: 22 Jan 2025, Last Modified: 20 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
InterDance: Reactive 3D Dance Generation with Realistic Duet Interactions
Ronghui Li, Youliang Zhang, Yachao Zhang, Yuxiang Zhang, Mingyang Su, Jie Guo, Ziwei Liu, Yebin Liu, Xiu Li
- 16 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
AvatarGO: Zero-shot 4D Human-Object Interaction Generation and Animation
Yukang Cao, Liang Pan, Kai Han, Kwan-Yee K. Wong, Ziwei Liu
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Enhancing Certified Robustness via Block Reflector Orthogonal Layers
Bo-Han Lai, Pin-Han Huang, Bo-Han Kung, Shang-Tse Chen
- 16 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
DSConv: Dynamic Convolution On Serialized Point Cloud
Xinmin Zhang, Jie Ma, Xuzhong Hu, Pei An, ZaiPeng Duan, Junfeng Ding
- 16 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Calibrating LLMs with Information-Theoretic Evidential Deep Learning
Yawei Li, David Rügamer, Bernd Bischl, Mina Rezaei
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
CodeDPO: Aligning Code Models with Self Generated and Verified Source Code
Kechi Zhang, Ge Li, Yihong Dong, Jingjing Xu, Jun Zhang, Jing Su, Yongfei Liu, Zhi Jin
- 16 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
TIGeR: Unifying Text-to-Image Generation and Retrieval with Large Multimodal Models
Leigang Qu, Haochuan Li, Tan Wang, Wenjie Wang, Yongqi Li, Liqiang Nie, Tat-Seng Chua
- Published: 22 Jan 2025, Last Modified: 26 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Cross-Embodiment Dexterous Grasping with Reinforcement Learning
Haoqi Yuan, Bohan Zhou, Yuhui Fu, Zongqing Lu
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Learning Visual Prompts for Guiding the Attention of Vision Transformers
Razieh Rezaei, Masoud Jalili Sabet, Jindong Gu, Daniel Rueckert, Philip Torr, Ashkan Khakzar
- 16 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
BiDoRA: Bi-level Optimization-based Weight-Decomposed Low-Rank Adaptation
Peijia Qin, Ruiyi Zhang, Pengtao Xie
- 16 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Honey: Harmonizing Progressive Federated Learning via Elastic Synergy across Different Training Blocks
Yebo Wu, Li Li, Mang Ye, Chunlin Tian, KaHou Tam, He Sun, Cheng-zhong Xu
- 16 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
VEDIT: Latent Prediction Architecture For Procedural Video Representation Learning
Han Lin, Tushar Nagarajan, Nicolas Ballas, Mido Assran, Mojtaba Komeili, Mohit Bansal, Koustuv Sinha
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Make Interval Bound Propagation great again
Patryk Krukowski, Daniel Wilczak, Jacek Tabor, Anna Bielawska, Przemysław Spurek
- 16 Sept 2024 (modified: 21 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Roll the dice: Monte Carlo Downsampling as a low-cost Adversarial Defence
Shashank Agnihotri, Shashank Priyadarshi, Hendrik Sommerhoff, Julia Grabinski, Andreas Kolb, Margret Keuper
- 16 Sept 2024 (modified: 28 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
What Matters in Hierarchical Search for Combinatorial Reasoning Problems?
Michał Zawalski, Gracjan Góral, Michał Tyrolski, Emilia Wiśnios, Franciszek Budrowski, Łukasz Kuciński, Piotr Miłoś
- 16 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
General Compression Framework for Efficient Transformer Object Tracking
Lingyi Hong, Jinglun Li, Xinyu Zhou, Shilin Yan, Pinxue Guo, Kaixun Jiang, Zhaoyu Chen, Shuyong Gao, Wei Zhang, Hong Lu, Wenqiang Zhang
- 16 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
FlowBench: A Robustness Benchmark for Optical Flow Estimation
Shashank Agnihotri, Julian Yuya Caspary, Luca Schwarz, Xinyan Gao, Jenny Schmalfuss, Andres Bruhn, Margret Keuper
- 16 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Toward Trustworthy: A Method for Detecting Fine-Tuning Origins in LLMs
Hongyu Liang, Yihan Li, Yuting Zheng, Yiran Zhang, Hanbo Huang, Lin Liu, Shiyu Liang
- 16 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Decoupled representation and policy acquisition for continual reinforcement learning
Alexander Gepperth, Yannick Denker, Alexander Krawczyk, Benedikt Bagus
- 16 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone