ICLR 2025 Conference Submissions

SpikingVTG: Saliency Feedback Gating Enabled Spiking Video Temporal Grounding
Malyaban Bal, Brian Matejek, Susmit Jha, Adam D. Cobb
- 19 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
DiTTo-TTS: Diffusion Transformers for Scalable Text-to-Speech without Domain-Specific Factors
Keon Lee, Dong Won Kim, Jaehyeon Kim, Seungjun Chung, Jaewoong Cho
- Published: 22 Jan 2025, Last Modified: 03 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Deep Clustering and Interpolation via the Federated Self-Organizing Map
Michael Slawinski
- 19 Sept 2024 (modified: 18 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Vector Quantization By Distribution Matching
Xianghong Fang, Litao Guo, Hengchao Chen, Yuxuan Zhang, Song Dingjie, Ye xin Liu, Harry Yang, Ser-Nam Lim, Benyou Wang, Qiang Sun
- 19 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
SANA: Efficient High-Resolution Text-to-Image Synthesis with Linear Diffusion Transformers
Enze Xie, Junsong Chen, Junyu Chen, Han Cai, Haotian Tang, Yujun Lin, Zhekai Zhang, Muyang Li, Ligeng Zhu, Yao Lu, Song Han
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Oral
- Readers: Everyone
Structured Initialization for Attention in Vision Transformers
Jianqiao Zheng, Xueqian Li, Simon Lucey
- 19 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Intelligent Go-Explore: Standing on the Shoulders of Giant Foundation Models
Cong Lu, Shengran Hu, Jeff Clune
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Blending Concepts in Text-to-Image Diffusion Models using the Black Scholes Algorithm
Divya Kothandaraman, Ming Lin, Dinesh Manocha
- 19 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Meshtron: High-Fidelity, Artist-Like 3D Mesh Generation at Scale
Zekun Hao, David W. Romero, Tsung-Yi Lin, Ming-Yu Liu
- 18 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Is Synthetic Data Ready for Improving Visual Grounding?
Ruozhen He, Ziyan Yang, Paola Cascante-Bonilla, Alexander C. Berg, Vicente Ordonez
- 18 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Online Reward-Weighted Fine-Tuning of Flow Matching with Wasserstein Regularization
Jiajun Fan, Shuaike Shen, Chaoran Cheng, Yuxin Chen, Chumeng Liang, Ge Liu
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Task-Oriented Diffusion Inversion for High-Fidelity Text-based Editing
Yangyang Xu, Wenqi Shao, Yong Du, Haiming Zhu, Yang Zhou, Jiayuan Xie, Ping Luo, Shengfeng He
- 18 Sept 2024 (modified: 12 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Active Learning of Deep Neural Networks via Gradient-Free Cutting Planes
Erica Zhang, Fangzhao Zhang, Mert Pilanci
- 18 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
POTEC: Off-Policy Contextual Bandits for Large Action Spaces via Policy Decomposition
Yuta Saito, Jihan Yao, Thorsten Joachims
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Pretrained Transformers are Deep Optimizers: Provable In-Context Learning for Deep Model Training
Weimin Wu, Maojiang Su, Jerry Yao-Chieh Hu, Zhao Song, Han Liu
- 18 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
PROGRESSIVE KNOWLEDGE DISTILLATION (PKD): A MODULAR APPROACH FOR ARCHITECTURE-AGNOSTIC KNOWLEDGE DISTILLATION
Sima Behpour, Liu Ren
- 18 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
MULTIMODAL GENERATIVE AI FOR STORY POINT ESTIMATION
Ray Islam, Peter Sandborn
- 18 Sept 2024 (modified: 11 Mar 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
GRIC: General Representation and Informative Content for Enhanced Out-of-Distribution Detection
Sima Behpour, Thang Doan, Xin Li, Wenbin He, Liang Gou, Liu Ren
- 18 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Targeted Unlearning via Single Layer Unlearning Gradient
Zikui Cai, Yaoteng Tan, M. Salman Asif
- 18 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Deep LPPLS: Forecasting of temporal critical points in natural, engineering and financial systems via deep learning
Joshua Nielsen, Didier SORNETTE, Maziar Raissi
- 18 Sept 2024 (modified: 27 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
GenEx: Generating an Explorable World
TaiMing Lu, Tianmin Shu, Alan Yuille, Daniel Khashabi, Jieneng Chen
- Published: 22 Jan 2025, Last Modified: 07 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
Exploring Non-Convex Discrete Energy Landscapes: A Langevin-Like Sampler with Replica Exchange
Haoyang Zheng, Ruqi Zhang, Guang Lin
- 18 Sept 2024 (modified: 24 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Gradient-Free Generation for Hard-Constrained Systems
Chaoran Cheng, Boran Han, Danielle C. Maddix, Abdul Fatir Ansari, Andrew Stuart, Michael W. Mahoney, Bernie Wang
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
UniDrive: Towards Universal Driving Perception Across Camera Configurations
Ye Li, Wenzhao Zheng, Xiaonan Huang, Kurt Keutzer
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Neural Slot Interpreters: Grounding Object Semantics in Emergent Slot Representations
Bhishma Dedhia, Niraj Jha
- 18 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone