ICLR 2024 Conference Submissions

Self-Distilled Disentanglement for Counterfactual Prediction
Xinshu Li, Mingming Gong, Lina Yao
- 15 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Beyond Size: How Gradients Shape Pruning Decisions in Large Language Models
Rocktim Jyoti Das, Liqun Ma, Zhiqiang Shen
- 15 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
SelfCheck: Using LLMs to Zero-Shot Check Their Own Step-by-Step Reasoning
Ning Miao, Yee Whye Teh, Tom Rainforth
- Published: 16 Jan 2024, Last Modified: 15 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Robust prediction under missingness shifts
Patrick Rockenschaub, Zhicong Xian, Alireza Zamanian, Marta Piperno, Octavia-Andreea Ciora, Elisabeth Pachl, Narges Ahmidi
- 15 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Communication-Efficient Federated Learning via Gradient Distillation
Feilong Zhang, Xianming Liu, Shiyi Lin, Xiong Zhou, Junjun Jiang, Xiangyang Ji
- 15 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Robust Adversarial Reinforcement Learning via Bounded Rationality Curricula
Aryaman Reddi, Maximilian Tölle, Jan Peters, Georgia Chalvatzaki, Carlo D'Eramo
- Published: 16 Jan 2024, Last Modified: 08 Mar 2024
- ICLR 2024 spotlight
- Readers: Everyone
Dataset Distillation in Large Data Era
Zeyuan Yin, Zhiqiang Shen
- 15 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Continual Learning via Winning Subnetworks That Arise Through Stochastic Local Competition
Konstantinos Kalais, Loukas Papadoulas, Sotirios Chatzis
- 15 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
OmniControl: Control Any Joint at Any Time for Human Motion Generation
Yiming Xie, Varun Jampani, Lei Zhong, Deqing Sun, Huaizu Jiang
- Published: 16 Jan 2024, Last Modified: 14 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
Fine-tuning Multimodal LLMs to Follow Zero-shot Demonstrative Instructions
Juncheng Li, Kaihang Pan, Zhiqi Ge, Minghe Gao, Wei Ji, Wenqiao Zhang, Tat-Seng Chua, Siliang Tang, Hanwang Zhang, Yueting Zhuang
- Published: 16 Jan 2024, Last Modified: 21 Apr 2024
- ICLR 2024 spotlight
- Readers: Everyone
Med-Tuning: Parameter-Efficient Transfer Learning with Fine-Grained Feature Enhancement for Medical Volumetric Segmentation
Wenxuan Wang, Jiachen Shen, Chen Chen, Jianbo Jiao, Jing Liu, Yan Zhang, Shanshan Song, Jiangyun Li
- 15 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
RetinexGAN Enables More Robust Low-Light Image Enhancement Via Retinex Decomposition Based Unsupervised Illumination Brightening
Ruiqi Mao, Rongxin Cui
- 15 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Learning Epipolar Feature Fields for Multi-Image Super-Resolution
Luca Savant Aira, Diego Valsesia, Andrea Bordone Molini, Giulia Fracastoro, Enrico Magli, Andrea Mirabile
- 15 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Towards Faster and Stronger Deep Earth Mover's Distance for Few-Shot Learning
Fei Long, Jiaming Lv, Peihua Li
- 15 Sept 2023 (modified: 08 May 2025)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Guaranteed Approximation Bounds for Mixed-Precision Neural Operators
Renbo Tu, Colin White, Jean Kossaifi, Boris Bonev, Gennady Pekhimenko, Kamyar Azizzadenesheli, Anima Anandkumar
- Published: 16 Jan 2024, Last Modified: 31 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
TreeDQN: Learning to minimize Branch-and-Bound tree
Dmitry Igorevich Sorokin, Alexander Kostin
- 15 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
LINK PREDICTION USING NEUMANN EIGENVALUES
Niloofar Azizi, Horst Possegger, Horst Bischof
- 15 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
AbnormalLog: A Deep Anomaly Detection Method for Log Sequence Data
Zhenguo Gao
- 15 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Geometry-Aware Projective Mapping for Unbounded Neural Radiance Fields
Junoh Lee, Hyunjun Jung, Jin-Hwi Park, Inhwan Bae, Hae-Gon Jeon
- Published: 16 Jan 2024, Last Modified: 13 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Multi-Instance Learning Based Anomaly Detection Method for Sequence Data with Application to the Credit Card Delinquency Risk Control
Zhenguo Gao
- 15 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
REValueD: Regularised Ensemble Value-Decomposition for Factorisable Markov Decision Processes
David Ireland, Giovanni Montana
- Published: 16 Jan 2024, Last Modified: 09 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
Towards Well-distributed Generative Networks Using Adversarial Autoencoders
Sitao Xiang, Pengda Xiang, Yajie Zhao
- 15 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
A Conservative Image Boundary Extraction Method with Application to the ILM Tumor Surgery
Zhenguo Gao, Longqin Lai
- 15 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
ChEF: A Comprehensive Evaluation Framework for Standardized Assessment of Multimodal Large Language Models
Zhelun Shi, Zhipin Wang, Hongxing Fan, Zhenfei Yin, Lu Sheng, Jing Shao
- 15 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
LeRaC: Learning Rate Curriculum
Florinel Alin Croitoru, Nicolae Catalin Ristea, Radu Tudor Ionescu, Nicu Sebe
- 15 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone