ICLR 2024 Conference Submissions

Lightweight Image Super-Resolution via Flexible Meta Pruning
Yulun Zhang, Kai Zhang, Luc Van Gool, Martin Danelljan, Fisher Yu
- 18 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
An Image is Worth Multiple Words: Learning Object Level Concepts using Multi-Concepts Prompts Learning
Chen Jin, Ryutaro Tanno, Amrutha Saseendran, Tom Diethe, Philip Alexander Teare
- 18 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
VertiBench: Advancing Feature Distribution Diversity in Vertical Federated Learning Benchmarks
Zhaomin Wu, Junyi Hou, Bingsheng He
- Published: 16 Jan 2024, Last Modified: 13 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
AvatarStudio: High-fidelity and Animatable 3D Avatar Creation from Text
Jianfeng Zhang, Xuanmeng Zhang, Huichao Zhang, Jun Hao Liew, Chenxu Zhang, Yi Yang, Jiashi Feng
- 18 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Polyak Parameter Ensemble: Exponential Parameter Growth Leads to Better Generalization
Caglar Demir, Axel-Cyrille Ngonga Ngomo
- 18 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
BioCoder: A Benchmark for Bioinformatics Code Generation with Contextual Pragmatic Knowledge
Xiangru Tang, Bill Qian, Rick Gao, Jiakang Chen, Xinyun Chen, Mark Gerstein
- 18 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Tracking the Change of Knowledge Through Layers in Neural Networks
Xu Cheng, Lei Cheng, Zhaoran Peng, Quanshi Zhang
- 18 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Biased Binary Attribute Classifiers Ignore the Majority Classes
Xinyi Zhang, Johanna Sophie Bieri, Manuel Günther
- 18 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Motion PointNet: Solving Dynamic Capture in Point Cloud Video Human Action
Zhuoxu Huang, Zhenkun Fan, Tao Xu, Jungong Han
- 18 Sept 2023 (modified: 02 Apr 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Multimodal Web Navigation with Instruction-Finetuned Foundation Models
Hiroki Furuta, Kuang-Huei Lee, Ofir Nachum, Yutaka Matsuo, Aleksandra Faust, Shixiang Shane Gu, Izzeddin Gur
- Published: 16 Jan 2024, Last Modified: 05 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis
Izzeddin Gur, Hiroki Furuta, Austin V Huang, Mustafa Safdari, Yutaka Matsuo, Douglas Eck, Aleksandra Faust
- Published: 16 Jan 2024, Last Modified: 14 Mar 2024
- ICLR 2024 oral
- Readers: Everyone
Language Model Agents Suffer from Compositional Decision Making
Hiroki Furuta, Yutaka Matsuo, Aleksandra Faust, Izzeddin Gur
- 18 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
The Best Defense is Attack: Repairing Semantics in Textual Adversarial Examples
Heng Yang, Ke Li
- 18 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
R2D2-Net: Shrinking Bayesian Neural Networks via R2D2 Prior
Tsai Hor Chan, Yan Dora Zhang, Guosheng Yin, Lequan Yu
- 18 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Real-Fake: Effective Training Data Synthesis Through Distribution Matching
Jianhao Yuan, Jie Zhang, Shuyang Sun, Philip Torr, Bo Zhao
- Published: 16 Jan 2024, Last Modified: 05 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Learning Conditional Invariances through Non-Commutativity
Abhra Chaudhuri, Serban Georgescu, Anjan Dutta
- Published: 16 Jan 2024, Last Modified: 05 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Probabilistic Neural Transfer Function Estimation with Bayesian System Identification
Nan Wu, Isabel Valera, Fabian H. Sinz, Alexander S Ecker, Thomas Euler, Yongrong Qiu
- 18 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Mitigating Label Noise on Graphs via Topological Curriculum Learning
Yuhao Wu, Jiangchao Yao, Xiaobo Xia, Jun Yu, Ruxin Wang, Bo Han, Tongliang Liu
- 18 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Tailored Visions: Enhancing Text-to-Image Generation with Personalized Prompt Rewriting
Zijie Chen, Lichao Zhang, Fangsheng Weng, Lili Pan, Zhenzhong Lan
- 18 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
P4Q: Learning to Prompt for Quantization in Visual-language Models
Huixin Sun, Runqi Wang, Xianbin Cao, Yanjing Li, Xiaolong Jiang, Yao Hu, Baochang Zhang
- 18 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Scaling Relationship on Learning Mathematical Reasoning with Large Language Models
Zheng Yuan, Hongyi Yuan, Chengpeng Li, Guanting Dong, Keming Lu, Chuanqi Tan, Chang Zhou, Jingren Zhou
- 18 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
fMRI-PTE: A Large-scale fMRI Pretrained Transformer Encoder for Multi-Subject Brain Activity Decoding
Xuelin Qian, Yun Wang, Jingyang Huo, Xinwei Sun, Yanwei Fu, Jianfeng Feng
- 18 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
KernelWarehouse: Rethinking the Design of Dynamic Convolution
Chao Li, Anbang Yao
- 18 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Finite Element Operator Learning for Solving Parametric PDEs without Labeled Data
Jae Yong Lee, Seungchan Ko, Youngjoon Hong
- 18 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Distribution-Free Fair Federated Learning with Small Samples
Qichuan Yin, Junzhou Huang, Huaxiu Yao, Linjun Zhang
- 18 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone