ICLR 2024 Conference Submissions

Model Merging by Uncertainty-Based Gradient Matching
Nico Daheim, Thomas Möllenhoff, Edoardo Ponti, Iryna Gurevych, Mohammad Emtiyaz Khan
- Published: 16 Jan 2024, Last Modified: 05 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Efficient Detection of LLM-generated Texts with a Bayesian Surrogate Model
Zhijie Deng, Hongcheng Gao, Yibo Miao, Hao Zhang
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Conservative Reinforcement Learning by Q-function Disagreement
Nitsan Soffair, Orly Avner, Dotan Di Castro
- 21 Sept 2023 (modified: 12 Feb 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
FedConv: Enhancing Convolutional Neural Networks for Handling Data Heterogeneity in Federated Learning
Peiran Xu, Zeyu Wang, Jieru Mei, Alan Yuille, Liangqiong Qu, Cihang Xie, Yuyin Zhou
- 21 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Representation Learning from Interventional Data
Gautam Sreekumar, Vishnu Boddeti
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
PlugVFL: Robust and IP-Protecting Vertical Federated Learning against Unexpected Quitting of Parties
Jingwei Sun, Zhixu Du, Anna Dai, Saleh Baghersalimi, Alireza Amirshahi, Qilin Zheng, David Atienza, Yiran Chen
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Evaluating the Robustness of Text-to-image Diffusion Models against Real-world Attacks
Hongcheng Gao, Hao Zhang, Yinpeng Dong, Zhijie Deng
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Differentially Private Model Compression via Selective Pretraining
Janardhan Kulkarni, Da Yu, Sivakanth Gopi, Zinan Lin, Saurabh Naik, Tomasz Lukasz Religa, Jian Yin, Huishuai Zhang
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer
Junyuan Hong, Jiachen T. Wang, Chenhui Zhang, Zhangheng LI, Bo Li, Zhangyang Wang
- Published: 16 Jan 2024, Last Modified: 21 Apr 2024
- ICLR 2024 spotlight
- Readers: Everyone
HowToCaption: Prompting LLMs to Transform Video Annotations at Scale
Nina Shvetsova, Anna Kukleva, Xudong Hong, Christian Rupprecht, Bernt Schiele, Hilde Kuehne
- 21 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Interaction-centric Hypersphere Reasoning for Multi-person Video HOI Recognition
Yisong Wang, Nan Xi, Jingjing Meng, Junsong Yuan
- 21 Sept 2023 (modified: 27 Feb 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
BenthIQ: a Transformer-Based Benthic Classification Model for Coral Restoration
Rupa Kurinchi-Vendhan, Drew Gray
- 21 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Video Anomaly Detection via Semantic Attributes
Tal Reiss, Yedid Hoshen
- 21 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
$\alpha$TC-VAE: On the relationship between Disentanglement and Diversity
Cristian Meo, Louis Mahon, Anirudh Goyal, Justin Dauwels
- Published: 16 Jan 2024, Last Modified: 15 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Spectral-Bias and Kernel-Task Alignment in Physically Informed Neural Networks
Zohar Ringel, Inbar Seroussi, Asaf Miron
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
A Restoration Network as an Implicit Prior
Yuyang Hu, Mauricio Delbracio, Peyman Milanfar, Ulugbek Kamilov
- Published: 16 Jan 2024, Last Modified: 03 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
Spaced Scheduling Enhances Instruction-Prompted Reasoning in Large Language Models
Amine El hattami, Nicolas Chapados, Christopher Pal
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Sparsify the Weights but Let the Gradients Flow!
Amir Yazdanbakhsh, Abhimanyu Rajeshkumar Bambhaniya, Suvinay Subramanian, Sheng-Chun Kao, Shivani Agrawal, Utku Evci, Tushar Krishna
- 21 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Geographic Location Encoding with Spherical Harmonics and Sinusoidal Representation Networks
Marc Rußwurm, Konstantin Klemmer, Esther Rolf, Robin Zbinden, Devis Tuia
- Published: 16 Jan 2024, Last Modified: 18 Mar 2024
- ICLR 2024 spotlight
- Readers: Everyone
The Reasonableness Behind Unreasonable Translation Capability of Large Language Model
Tingchen Fu, Lemao Liu, Deng Cai, Guoping Huang, Shuming Shi, Rui Yan
- Published: 16 Jan 2024, Last Modified: 17 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Leveraging Neuron Activation Patterns to Explain and Improve Deep Learning Classifiers
Sakib Mostafa, Debajyoti Mondal
- 21 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Fast Value Tracking for Deep Reinforcement Learning
Frank Shih, Faming Liang
- Published: 16 Jan 2024, Last Modified: 02 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
Oracle Efficient Algorithms for Groupwise Regret
Krishna Acharya, Eshwar Ram Arunachaleswaran, Sampath Kannan, Aaron Roth, Juba Ziani
- Published: 16 Jan 2024, Last Modified: 13 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
PcLast: Discovering Plannable Continuous Latent States
Anurag Koul, Shivakanth Sujit, Shaoru Chen, Ben Evans, Lili Wu, Lekan P Molu, Byron Xu, Rajan Chari, Riashat Islam, Raihan Seraj, Yonathan Efroni, Miroslav Dudík, John Langford, Alex Lamb
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Searching for Parameter-Efficient Tuning Architecture for Text-to-image Diffusion Models
Manyuan Zhang, Guanglu Song, Yu Liu, Hongsheng Li
- 21 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone