ICLR 2024 Conference Submissions

Adaptive Environmental Modeling for Task-Oriented Language Agents
Zhi Li, Yicheng Li, Yue DENG, Yin Zhang
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
LUM-ViT: Learnable Under-sampling Mask Vision Transformer for Bandwidth Limited Optical Signal Acquisition
Lingfeng Liu, Dong Ni, Hangjie Yuan
- Published: 16 Jan 2024, Last Modified: 05 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Sensitivity-Aware Differentially Private Decentralized Learning with Adaptive Noise
Zehan Zhu, Yan Huang, Xin Wang, Jinming Xu
- 24 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
EvIL: Evolution Strategies for Generalisable Imitation Learning
Silvia Sapora, Chris Lu, Gokul Swamy, Yee Whye Teh, Jakob Nicolaus Foerster
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
RILe: Reinforced Imitation Learning
Berat Mert Albaba, Sammy Christen, Christoph Gebhardt, Michael J. Black, Otmar Hilliges
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Few Heads are Enough
Róbert Csordás, Piotr Piękos, Kazuki Irie, Jürgen Schmidhuber
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
LMExplainer: A Knowledge-Enhanced Explainer for Language Models
Zichen Chen, Jianda Chen, Chen YuanYuan, Han Yu, Ambuj Singh, Misha Sra
- 24 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Optimal spherical codes for locality-sensitive hashing
Rana Alkhoury Maroun, Henry Gouk, Yihe Lu, Barbara Webb
- 24 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
ProtChatGPT: Towards Understanding Proteins with Large Language Models
Chao Wang, Hehe Fan, Ruijie Quan, Yi Yang
- 24 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Bayesian Vector Optimization with Gaussian Processes
İlter Onat Korkmaz, Cagin Ararat, Cem Tekin
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Meta- (out-of-context) learning in neural networks
Dmitrii Krasheninnikov, Egor Krasheninnikov, Bruno Kacper Mlodozeniec, David Krueger
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
On the Long Range Abilities of Transformers
Itamar Zimerman, Lior Wolf
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Social-Transmotion: Promptable Human Trajectory Prediction
Saeed Saadatnejad, Yang Gao, Kaouther Messaoud, Alexandre Alahi
- Published: 16 Jan 2024, Last Modified: 14 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
Efficient architectural aspects for text-to-video generation pipeline
Arkhipkin Sergeevich Vladimir, Zein Shaheen, Viacheslav Vasilev, Denis Valerievich Dimitrov, Andrey Kuznetsov
- 24 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Gandalf: Learning label correlations in Extreme Multi-label Classification via Label Features
Siddhant Kharbanda, Devaansh Gupta, Erik Schultheis, Atmadeep Banerjee, Vikas Verma, Cho-Jui Hsieh, Rohit Babbar
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Robust Classification via Regression for Learning with Noisy Labels
Erik Englesson, Hossein Azizpour
- Published: 16 Jan 2024, Last Modified: 21 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
Subject-specific Deep Neural Networks for Count Data with High-cardinality Categorical Features
Hangbin Lee, IL DO HA, Changha Hwang, Youngjo Lee
- 24 Sept 2023 (modified: 30 Jan 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
ProteinAdapter: Adapting Pre-trained Large Protein Models for Efficient Protein Representation Learning
Chao Wang, Zhedong Zheng, Yifan Sun, Hehe Fan, Yi Yang
- 24 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Let's reward step by step: Step-Level reward model as the Navigators for Reasoning
Qianli Ma, Haotian Zhou, Tingkai Liu, Jianbo Yuan, Pengfei Liu, Yang You, Hongxia Yang
- 24 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Generalization error of spectral algorithms
Maksim Velikanov, Maxim Panov, Dmitry Yarotsky
- Published: 16 Jan 2024, Last Modified: 18 Mar 2024
- ICLR 2024 spotlight
- Readers: Everyone
Slot Structured World Models
Jonathan Collu, Riccardo Majellaro, Aske Plaat, Thomas M. Moerland
- 24 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Observer Uncertainty of Learning in Games from a Covariance Perspective
Yi Feng, Georgios Piliouras, Xiao Wang
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Contrastive Implicit Representation Learning
Riccardo Valperga, Samuele Papa, David W. Romero, Miltiadis Kofinas, Jan-jakob Sonke, Efstratios Gavves
- 24 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
LLM+A: Grounding Large Language Models in Physical World with Affordance Prompting
Guangran Cheng, Chuheng Zhang, Wenzhe Cai, Li Zhao, Changyin Sun, Jiang Bian
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
SupMem: Support Memorization for Semiparametric Language Models
Guangyue Peng, Tao Ge, Si-Qing Chen, Furu Wei, Houfeng Wang
- 24 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone