ICLR 2025 Conference Submissions

Towards Fine-tuning-free Few-shot Classification: A Purely Self-supervised Manner
ShiPing Dong, Shizhe Zhou, Tao Lu, Jianfang Li
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Solving New Tasks by Adapting Internet Video Knowledge
Calvin Luo, Zilai Zeng, Yilun Du, Chen Sun
- Published: 22 Jan 2025, Last Modified: 16 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Extracting Symbolic Sequences from Visual Representations via Self-Supervised Learning
Victor Sebastian Martinez Pozos, Ivan Vladimir Meza Ruiz
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
scMPT: towards applying large language models to complement single-cell foundation models
Steven Palayew, BO WANG, Gary D. Bader
- 28 Sept 2024 (modified: 20 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
$\alpha$-DPO: Adaptive Reward Margin is What Direct Preference Optimization Needs
Junkang Wu, Xue Wang, Zhengyi Yang, Jiancan Wu, Jinyang Gao, Bolin Ding, Xiang Wang, Rong Jin, Xiangnan He
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
ID-Booth: Identity-consistent image generation with diffusion models
Darian Tomašević, Fadi Boutros, Naser Damer, Vitomir Struc, Peter Peer
- 28 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
SoftMatcha: A Soft and Fast Pattern Matcher for Billion-Scale Corpus Searches
Hiroyuki Deguchi, Go Kamoda, Yusuke Matsushita, Chihiro Taguchi, Kohei Suenaga, Masaki Waga, Sho Yokoi
- Published: 22 Jan 2025, Last Modified: 03 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
EchoQA: Tuning into the Heart of Echocardiogram Reports
Lama Moukheiber, Dana Moukheiber
- 28 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Space-time self-attention for graph signal processing
Arshia Afzal, Francesco Tonin, Volkan Cevher, Mahsa Shoaran
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Inpainting the Sinogram from Computed Tomography using Latent Diffusion Model and Physics
Srutarshi Banerjee, Jiaze E, Bin Ren, Tekin Bicer
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Self-Supervised Learning of Intertwined Content and Positional Features for Object Detection
Kang-Jun Liu, Masanori Suganuma, Takayuki Okatani
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Counterfactual Delayed Feedback Learning
Haoxuan Li, Hao Wang, Guangyi Chen, Sen Cui, Mingming Gong, Bo Li, Xiao-Hua Zhou, Kun Zhang
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Model merging with SVD to tie the Knots
George Stoica, Pratik Ramesh, Boglarka Ecsedi, Leshem Choshen, Judy Hoffman
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
PolyhedronNet: Representation Learning for Polyhedra with Surface-attributed Graph
Dazhou Yu, Genpei Zhang, Liang Zhao
- Published: 22 Jan 2025, Last Modified: 14 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Ensemble everything everywhere: Multi-scale aggregation for adversarial robustness
Stanislav Fort, Balaji Lakshminarayanan
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Adaptive Inference-Time Compute: LLMs Can Predict if They Can Do Better, Even Mid-Generation
Rohin Manvi, Anikait Singh, Stefano Ermon
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Model Entanglement for solving Privacy Preserving in Federated Learning
Taiyu Wang, Kaiming Zhu, Junbo Wang, Haodong Chen, Zibin Zheng, Xiaokang Zhou
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Similarity-Driven Regularization for Aligning Chemical and Latent Spaces in Molecular Design
Jiahao Yang, Tengfei Ma, Yuhang Xiao, Yiwei Liu, xiangxiang Zeng, Yiping Liu
- 28 Sept 2024 (modified: 19 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Self-Control of LLM Behaviors by Compressing Suffix Gradient into Prefix Controller
Min Cai, Yuchen Zhang, Shichang Zhang, Fan Yin, Dan Zhang, Difan Zou, Yisong Yue, Ziniu Hu
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
SafeDiffuser: Safe Planning with Diffusion Probabilistic Models
Wei Xiao, Tsun-Hsuan Wang, Chuang Gan, Ramin Hasani, Mathias Lechner, Daniela Rus
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
AISciVision: A Framework for Specializing Large Multimodal Models in Scientific Image Classification
Brendan Hogan Rappazzo, Anmol Kabra, Felipe Siqueira Pacheco, Laura Greenstreet, Joshua Fan, Aaron M Ferber, MARTA EICHEMBERGER UMMUS, Alecsander Gomes Brito, Olivia J. Graham, Lillian R. Aoki, C. Drew Harvell, Alexander Flecker, Carla P Gomes
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Deep Learning for Micro-Scale Crack Detection on Imbalanced Datasets Using Key Point Localization
Fatahlla Moreh, Yusuf Hasan, Mohammad Ammar, Bilal Zahid Hussain, Sven Tomforde
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Detecting and Perturbing Privacy-Sensitive Neurons to Defend Embedding Inversion Attacks
Yuche Tsai, Hsiang Hsiao, Shou-De Lin
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
BrainACTIV: Identifying visuo-semantic properties driving cortical selectivity using diffusion-based image manipulation
Diego Garcia Cerdas, Christina Sartzetaki, Magnus Petersen, Gemma Roig, Pascal Mettes, Iris Groen
- Published: 22 Jan 2025, Last Modified: 21 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Efficient Online Reinforcement Learning Fine-Tuning Need Not Retain Offline Data
Zhiyuan Zhou, Andy Peng, Qiyang Li, Sergey Levine, Aviral Kumar
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone