ICLR 2025 Conference Submissions

Looking Beyond the Top-1: Transformers Determine Top Tokens in Order
Daria Lioubashevski, Tomer M. Schlank, Gabriel Stanovsky, Ariel Goldstein
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Stabilizing the Kumaraswamy Distribution
Max Wasserman, Gonzalo Mateos
- 26 Sept 2024 (modified: 02 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
CuPID: Leveraging Masked Single-Lead ECG Modelling for Enhancing the Representations
Adrian Atienza, Jakob E. Bardram, Sadasivan Puthusserypady
- 26 Sept 2024 (modified: 29 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Same Accuracy, Twice As Fast: Continual Learning Surpasses Retraining From Scratch
Eli Verwimp, Guy Hacohen, Tinne Tuytelaars
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
A Benchmark on Directed Graph Representation Learning in Hardware Designs
Haoyu Peter Wang, Yinan Huang, Nan Wu, Pan Li
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Conformalized Interactive Imitation Learning: Handling Expert Shift and Intermittent Feedback
Michelle D Zhao, Henny Admoni, Reid Simmons, Aaditya Ramdas, Andrea Bajcsy
- Published: 22 Jan 2025, Last Modified: 14 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Dissecting Misalignment of Multimodal Large Language Models via Influence Function
Lijie Hu, Chenyang Ren, Huanyi Xie, Khouloud Saadi, Shu Yang, Jingfeng Zhang, Di Wang
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Functional Gradients and Generalizations for Transformer In-Context Learning
Aaron T Wang, Xiang Cheng, Ricardo Henao, Lawrence Carin
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
On the Universality of Augmented Invertible Networks
Arthur Bizzi, Karl Igor Martins Guerra
- 26 Sept 2024 (modified: 07 Oct 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Bayesian Regularization of Latent Representation
Chukwudi Paul Obite, Zhi Chang, Keyan Wu, Shiwei Lan
- Published: 22 Jan 2025, Last Modified: 28 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
FutureFill: Fast Generation from Convolutional Sequence Models
Naman Agarwal, Xinyi Chen, Evan Dogariu, Vladimir Feinberg, Daniel Suo, Peter Bartlett, Elad Hazan
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
A Multicover Approach to Neural Networks Sample Complexity
Amit Daniely, Gal Katzhendler
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
SIGHT: Single-Image Conditioned Generation of Hand Trajectories for Hand-Object Interaction
Alexey Gavryushin, Florian Redhardt, Gaia Di Lorenzo, Luc Van Gool, Marc Pollefeys, Kaichun Mo, Xi Wang
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
AnoLLM: Large Language Models for Tabular Anomaly Detection
Che-Ping Tsai, Ganyu Teng, Phillip Wallis, Wei Ding
- Published: 22 Jan 2025, Last Modified: 13 May 2025
- ICLR 2025 Poster
- Readers: Everyone
Multi-Student Diffusion Distillation for Better One-Step Generators
Yanke Song, Jonathan Lorraine, Weili Nie, Karsten Kreis, James Lucas
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
GPS: A Probabilistic Distributional Similarity with Gumbel Priors for Set-to-Set Matching
Ziming Zhang, Fangzhou Lin, Haotian Liu, Jose Morales, Haichong Zhang, Kazunori Yamada, Vijaya B Kolachalama, Venkatesh Saligrama
- Published: 22 Jan 2025, Last Modified: 03 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
VeriFlow: Modeling Distributions for Neural Network Verification
Faried Abu Zaid, Daniel Neider, Mustafa Yalçıner
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Learning Graph Quantized Tokenizers
Limei Wang, Kaveh Hassani, Si Zhang, Dongqi Fu, Baichuan Yuan, Weilin Cong, Zhigang Hua, Hao Wu, Ning Yao, Bo Long
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Effective Text-to-Image Alignment with Quality Aware Pair Ranking
Kunal Singh, Mukund Khanna, Pradeep Moturi
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Bridging the Gap Between f-divergences and Bayes Hilbert Spaces
Linus Lach, Alexander Willi Fottner, Yarema Okhrin
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
SBSC: Step-by-Step Coding for Improving Mathematical Olympiad Performance
Kunal Singh, Ankan Biswas, Sayandeep Bhowmick, Pradeep Moturi, Siva Kishore Gollapalli
- Published: 22 Jan 2025, Last Modified: 20 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Transformers Can Learn Temporal Difference Methods for In-Context Reinforcement Learning
Jiuqi Wang, Ethan Blaser, Hadi Daneshmand, Shangtong Zhang
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
A mechanistically interpretable neural network for regulatory genomics
Alex M Tseng, Gökcen Eraslan, Tommaso Biancalani, Gabriele Scalia
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Realistic Evaluation of Model Merging for Compositional Generalization
Derek Tam, Yash Kant, Brian Lester, Igor Gilitschenski, Colin Raffel
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Evaluating Fairness and Mitigating Bias in Machine Learning: A Novel Technique using Tensor Data and Bayesian Regression
Kuniko Paxton, Koorosh Aslansefat, Dhavalkumar Thakker, Yiannis Papadopoulos
- 26 Sept 2024 (modified: 26 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone