ICLR 2024 Conference Submissions

Generalized Neural Sorting Networks with Error-Free Differentiable Swap Functions
Jungtaek Kim, Jeongbeen Yoon, Minsu Cho
- Published: 16 Jan 2024, Last Modified: 14 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
IMPUS: Image Morphing with Perceptually-Uniform Sampling Using Diffusion Models
Zhaoyuan Yang, Zhengyang Yu, Zhiwei Xu, Jaskirat Singh, Jing Zhang, Dylan Campbell, Peter Tu, Richard Hartley
- Published: 16 Jan 2024, Last Modified: 15 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Bridge-TTS: Text-to-Speech Synthesis with Schrodinger Bridge
Zehua Chen, Guande He, Kaiwen Zheng, Xu Tan, Jun Zhu
- 17 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Don't Paint Everyone with the Same Brush: Adaptive Prompt Prototype Learning for Vision-Language Models
Zhi Chen
- 17 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Adaptive Instrument Design for Indirect Experiments
Yash Chandak, Shiv Shankar, Vasilis Syrgkanis, Emma Brunskill
- Published: 16 Jan 2024, Last Modified: 16 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
Towards Personalized AI: Early-stopping Low-Rank Adaptation of Foundation Models
Zihao LUO, Di Wang, Yun Sing Koh, Jingfeng Zhang
- 17 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Divided Attention: Unsupervised Multiple-object Discovery and Segmentation with Interpretable Contextually Separated Slots
Dong Lao, Zhengyang Hu, Francesco Locatello, Yanchao Yang, Stefano Soatto
- 17 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Sub-token ViT Embedding via Stochastic Resonance Transformers
Dong Lao, Yangchao Wu, Tian Yu Liu, Alex Wong, Stefano Soatto
- 17 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Sequence-Level Certainty Reduces Hallucination In Knowledge-Grounded Dialogue Generation
Yixin Wan, Fanyou Wu, Weijie Xu, Srinivasan H. Sengamedu
- 17 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Finding Adversarially Robust Graph Lottery Tickets
Subhajit Dutta Chowdhury, Zhiyu Ni, Qingyuan Peng, Souvik Kundu, Pierluigi Nuzzo
- 17 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Silencer: Pruning-aware Backdoor Defense for Decentralized Federated Learning
Tiansheng Huang, Sihao Hu, Fatih Ilhan, Selim Furkan Tekin, Wenqi Wei, Ling Liu
- 17 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Self-Guided Masked Autoencoders for Domain-Agnostic Self-Supervised Learning
Johnathan Wenjia Xie, Yoonho Lee, Annie S Chen, Chelsea Finn
- Published: 16 Jan 2024, Last Modified: 05 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Rethinking Effectiveness of Unsupervised Domain Adaptation Methods
Tarun Kalluri, Sreyas Ravichandran, Manmohan Chandraker
- 17 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
OmniMixup: Generalize Mixup with Mixing-Pair Sampling Distribution
Xingran Chen, Zhangyang Gao, Cheng Tan, Siyuan Li, Stan Z. Li
- 17 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Zero-shot Visual Recognition via Pairwise Attribute Contrasting
Zhuoran Yu, Yong Jae Lee
- 17 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Expert Proximity as Surrogate Rewards for Single Demonstration Imitation Learning
Chia-Cheng Chiang, Chien Feng, Li-Cheng Lan, Wei-Fang Sun, Cho-Jui Hsieh, Chun-Yi Lee
- 17 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Optimal and Generalizable Multimodal Representation Learning Framework through Adaptive Graph Construction
Weichen Huang
- 17 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Accelerating Retrieval-augmented Language Model Serving with Speculation
Zhihao Zhang, Alan Zhu, Lijie Yang, Yihua Xu, Lanting Li, Phitchaya Mangpo Phothilimthana, Zhihao Jia
- 17 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Query-Dependent Prompt Evaluation and Optimization with Offline Inverse RL
Hao Sun, Alihan Hüyük, Mihaela van der Schaar
- Published: 16 Jan 2024, Last Modified: 14 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Time Travel in LLMs: Tracing Data Contamination in Large Language Models
Shahriar Golchin, Mihai Surdeanu
- Published: 16 Jan 2024, Last Modified: 05 Mar 2024
- ICLR 2024 spotlight
- Readers: Everyone
Compact Text-to-SDF via Latent Modeling
Tiange Luo, Justin Johnson, Honglak Lee
- 17 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
UniPredict: Large Language Models are Universal Tabular Predictors
Ruiyu Wang, Zifeng Wang, Jimeng Sun
- 17 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
BioBridge: Bridging Biomedical Foundation Models via Knowledge Graphs
Zifeng Wang, Zichen Wang, Balasubramaniam Srinivasan, Vassilis N. Ioannidis, Huzefa Rangwala, RISHITA ANUBHAI
- Published: 16 Jan 2024, Last Modified: 21 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
MediTab: Scaling Medical Tabular Data Predictors via Data Consolidation, Enrichment, and Refinement
Zifeng Wang, Chufan Gao, Cao Xiao, Jimeng Sun
- 17 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
WinSyn: A High Resolution Testbed for Synthetic Data
Tom Kelly, John Femiani, Peter Wonka
- 17 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone