ICLR 2024 Conference Submissions

Bi-Directional Goal-Conditioning on Single Policy Function for State Space Search
Vihaan Akshaay Rajendiran, Yu-Xiang Wang, Lei Li
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Graph Convolutions Enrich the Self-Attention in Transformers!
Jeongwhan Choi, Hyowon Wi, Jayoung Kim, Yehjin Shin, Kookjin Lee, Nathaniel Trask, Noseong Park
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Fantastic DNN-Classifier Identification without Testing Dataset
Nathaniel Dean, Dilip Sarkar
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Spectrally Transformed Kernel Regression
Runtian Zhai, Rattana Pukdee, Roger Jin, Maria Florina Balcan, Pradeep Kumar Ravikumar
- Published: 16 Jan 2024, Last Modified: 05 Mar 2024
- ICLR 2024 spotlight
- Readers: Everyone
Maintaining Plasticity in Continual Learning via Regenerative Regularization
Saurabh Kumar, Henrik Marklund, Benjamin Van Roy
- 23 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Desk Rejected Submission
- Readers: Everyone
Efficient OCR for Building a Diverse Digital History
Jacob Carlson, Tom Bryan, Melissa Dell
- 23 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Continual Traffic Forecasting via Mixture of Experts
SangHyun Lee, Chanyoung Park
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
LQ-LoRA: Low-rank plus Quantized Matrix Decomposition for Efficient Language Model Finetuning
Han Guo, Philip Greengard, Eric Xing, Yoon Kim
- Published: 16 Jan 2024, Last Modified: 15 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Periodic Set Transformer: Material Property Prediction from Continuous Isometry Invariants
Jonathan Balasingham, Viktor Zamaraev, Vitaliy Kurlin
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Online Learning in Varying Feature Spaces with Informative Variation
Peijia Qin, Liyan Song, Xin Yao
- 23 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
RT-Sketch: Goal-Conditioned Imitation Learning from Hand-Drawn Sketches
Priya Sundaresan, Quan Vuong, Jiayuan Gu, Peng Xu, Ted Xiao, Sean Kirmani, Tianhe Yu, Michael Stark, Ajinkya Jain, Karol Hausman, Dorsa Sadigh, Jeannette Bohg, Stefan Schaal
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Deep Temporal Graph Clustering
Meng Liu, Yue Liu, KE LIANG, Wenxuan Tu, Siwei Wang, sihang zhou, Xinwang Liu
- Published: 16 Jan 2024, Last Modified: 11 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
V-Former: Offline RL with Temporally-Extended Actions
Jeffrey Wu, Seohong Park, Zipeng Lin, Jianlan Luo, Sergey Levine
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Enhancing Clinical Note Summarization: Iterative Reflexions with Small-model Supervision and Error2Correct Demonstrations
Jingping Liu, Boyang Zhong, Weiyan Zhang, Haiyun Jiang, Weichao Ding, Tong Ruan, Jing Sun, Lifeng Zhu
- 23 Sept 2023 (modified: 03 May 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
CoVLM: Composing Visual Entities and Relationships in Large Language Models Via Communicative Decoding
Junyan Li, Delin Chen, Yining Hong, Zhenfang Chen, Peihao Chen, Yikang Shen, Chuang Gan
- Published: 16 Jan 2024, Last Modified: 21 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
SemStamp: A Semantic Watermark with Paraphrastic Robustness for Text Generation
Abe Bohan Hou, Jingyu Zhang, Tianxing He, Yichen Wang, Yung-Sung Chuang, Hongwei Wang, Lingfeng Shen, Benjamin Van Durme, Daniel Khashabi, Yulia Tsvetkov
- 23 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
GRADSIMCORE: GRADIENT SIMILARITY BASED REPRESENTATIVE INSTANCES AS CORESET
Saumyaranjan Mohanty, Konda Reddy Mopuri
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Attacking for Inspection and Instruction: Debiasing Self-explaining Text Classification
Wei Liu, Jun Wang, Haozhao Wang, Ruixuan Li, Zhiying Deng, YuanKai Zhang
- 23 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Treatment Effects Estimation By Uniform Transformer
Ruoqi Yu, Shulei Wang
- Published: 16 Jan 2024, Last Modified: 11 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Demystifying Linear MDPs and Novel Dynamics Aggregation Framework
Joongkyu Lee, Min-hwan Oh
- Published: 16 Jan 2024, Last Modified: 07 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
One Training Fits All: Addressing Model-Heterogeneity Federated Learning via Architecture Probing
Feijie Wu, Yaqing Wang, Tianci Liu, Xingchen Wang, Lu Su, Jing Gao
- 23 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
PostRainBench: A Comprehensive Benchmark and A New Model for Precipitation Forecasting
Yujin Tang, Jiaming Zhou, Xiang Pan, Zeying Gong, Junwei Liang
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
DISTA: DENOISING SPIKING TRANSFORMER WITH INTRINSIC PLASTICITY AND SPATIOTEMPORAL ATTENTION
Boxun Xu, Hejia Geng, Yuxuan Yin, Peng Li
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
POPULATION DESCENT: A NATURAL-SELECTION BASED HYPER-PARAMETER TUNING FRAMEWORK
Abhinav Pomalapally, Bassel El Mabsout
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Towards Aligned Layout Generation via Diffusion Model with Aesthetic Constraints
Jian Chen, Ruiyi Zhang, Yufan Zhou, Changyou Chen
- Published: 16 Jan 2024, Last Modified: 13 Mar 2024
- ICLR 2024 poster
- Readers: Everyone