ICLR 2024 Conference Submissions

Continual Nonlinear ICA-Based Representation Learning
Boyang Sun, Ignavier Ng, Guangyi Chen, Yifan Shen, Qirong Ho, Kun Zhang
- 22 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Reshape and Adapt for Output Quantization (RAOQ): Quantization-aware Training for In-memory Computing Systems
Bonan Zhang, Chia-Yu Chen, Naveen Verma
- 22 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Scaling Supervised Local Learning with Augmented Auxiliary Networks
Chenxiang Ma, Jibin Wu, Chenyang Si, KC Tan
- Published: 16 Jan 2024, Last Modified: 05 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Elucidating the design space of classifier-guided diffusion generation
Jiajun Ma, Tianyang Hu, Wenjia Wang, Jiacheng Sun
- Published: 16 Jan 2024, Last Modified: 31 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Teach LLMs to Phish: Stealing Private Information from Language Models
Ashwinee Panda, Christopher A. Choquette-Choo, Zhengming Zhang, Yaoqing Yang, Prateek Mittal
- Published: 16 Jan 2024, Last Modified: 09 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
Spatial-Temporal Mutual Distillation for Lightweight Sleep Stage Classification
Haichao Wang, Ziyu Jia, Yucheng Liu, Tianzi Jiang
- 22 Sept 2023 (modified: 20 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Robot Fleet Learning via Policy Merging
Lirui Wang, Kaiqing Zhang, Allan Zhou, Max Simchowitz, Russ Tedrake
- Published: 16 Jan 2024, Last Modified: 21 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
Memoria: Hebbian Memory Architecture for Human-Like Sequential Processing
Sangjun Park, JinYeong Bak
- 22 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
CO-MOT: Boosting End-to-end Transformer-based Multi-Object Tracking via Coopetition Label Assignment and Shadow Sets
Feng yan, Weixin Luo, Yujie Zhong, Yiyang Gan, Lin Ma
- 22 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
InfoCon: Concept Discovery with Generative and Discriminative Informativeness
Ruizhe Liu, Qian Luo, Yanchao Yang
- Published: 16 Jan 2024, Last Modified: 13 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Prompt Tuning Is All We Need?
Hang Yu, Haiting Zheng, Yonggang Zhang, Shaorong Xie, Xiaofeng Cao, Zhen Fang
- 22 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Meta Koopman Decomposition for Time Series Forecasting Under Distribution Shifts
Binwu Wang, Xu Wang, Pengkun Wang, Yudong Zhang, Zhengyang Zhou, LEI BAI, Yang Wang
- 22 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
AutoJoin: Efficient Adversarial Training against Gradient-Free Perturbations for Ro- bust Maneuvering via Denoising Autoencoder and Joint Learning
Taylor Michael Villarreal, Bibek Poudel, Ryan Wickman, Yu Shen, Weizi Li
- 22 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Sample-efficient Learning of Infinite-horizon Average-reward MDPs with General Function Approximation
Jianliang He, Han Zhong, Zhuoran Yang
- Published: 16 Jan 2024, Last Modified: 19 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
Alphazero-like Tree-Search can guide large language model decoding and training
Ziyu Wan, Xidong Feng, Muning Wen, Ying Wen, Weinan Zhang, Jun Wang
- 22 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Revisit and Outstrip Entity Alignment: A Perspective of Generative Models
Lingbing Guo, Zhuo Chen, Jiaoyan Chen, Yin Fang, Wen Zhang, Huajun Chen
- Published: 16 Jan 2024, Last Modified: 05 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
CaStRL: Context-Aware State Representation learning with Transformer
Jurat Shayiding, Mohamed Zayan, Brian D Ziebart, Xinhua Zhang
- 22 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Learning Scalable Causal Discovery Policies with Adversarial Reinforcement Learning
Xinyu Cai, Mengyue Yang, Yanchen Deng, Furui Liu, Mengchen Zhao, Bo An
- 22 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
MSPipe: Minimal Staleness Pipeline for Efficient Temporal GNN Training
Guangming Sheng, Junwei Su, Chuan Wu
- 22 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
CCA Merge: Merging Many Neural Networks with Canonical Correlation Analysis
Stefan Horoi, Albert Manuel Orozco Camacho, Eugene Belilovsky, Guy Wolf
- 22 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
MoveAnything: Controllable Scene Generation with Text-to-Image Diffusion Models
Jiawei Ren, Mengmeng Xu, Jui-Chieh Wu, Ziwei Liu, Tao Xiang, Antoine Toisoul
- 22 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
ImplicitSLIM and How it Improves Embedding-based Collaborative Filtering
Ilya Shenbin, Sergey Nikolenko
- Published: 16 Jan 2024, Last Modified: 15 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
Prompt Learning with Quaternion Networks
Boya Shi, Zhengqin Xu, Shuai Jia, Chao Ma
- Published: 16 Jan 2024, Last Modified: 05 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
ControlVideo: Conditional Control for Text-driven Video Editing and Beyond
Min Zhao, Rongzhen Wang, Fan Bao, Chongxuan Li, Jun Zhu
- 22 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Adapting Retrieval Models to Task-Specific Goals using Reinforcement Learning
Amit Sharma, Hua Li, Xue Li, Jian Jiao
- 22 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone