ICLR 2025 Workshop DeLTa Submissions

LapLoss: Laplacian Pyramid-based Multiscale Loss for Image Translation
Krish Didwania, Ishaan Gakhar, Prakhar Arya, Sanskriti Labroo
- Published: 06 Mar 2025, Last Modified: 16 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Your Image is Secretly the Last Frame of a Pseudo Video
Wenlong Chen, Wenlin Chen, Lapo Rastrelli, Yingzhen Li
- Published: 06 Mar 2025, Last Modified: 13 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Efficient Distributed Optimization under Heavy-Tailed Noise
Su Hyeong Lee, Manzil Zaheer, Tian Li
- Published: 06 Mar 2025, Last Modified: 01 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Path Planning for Masked Diffusion Models with Applications to Biological Sequence Generation
Fred Zhangzhi Peng, Zachary Bezemek, Sawan Patel, Jarrid Rector-Brooks, Sherwood Yao, Alexander Tong, Pranam Chatterjee
- Published: 06 Mar 2025, Last Modified: 17 Mar 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Unpaired Point Cloud Completion using Unbalanced Optimal Transport Map
Taekyung Lee, Jaemoo Choi, Jaewoong Choi, Myungjoo Kang
- Published: 06 Mar 2025, Last Modified: 13 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Training Consistency Models with Variational Noise Coupling
Gianluigi Silvestri, Luca Ambrogioni, Chieh-Hsin Lai, Yuhta Takida, Yuki Mitsufuji
- Published: 06 Mar 2025, Last Modified: 14 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Symmetry Is All You Need: Image Generation Using Pre-trained Deep Diffusion Probabilistic Models
Stephen D. Liang
- Published: 06 Mar 2025, Last Modified: 13 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Hidden in the Noise: Two-Stage Robust Watermarking for Images
Kasra Arabi, Benjamin Feuer, R. Teal Witter, Chinmay Hegde, Niv Cohen
- Published: 06 Mar 2025, Last Modified: 18 Mar 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Can Diffusion Models Learn Hidden Inter-Feature Rules Behind Images?
Yujin Han, Andi Han, Wei Huang, Chaochao Lu, Difan Zou
- Published: 06 Mar 2025, Last Modified: 14 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Solving Bayesian inverse problems with diffusion priors and off-policy RL
Luca Scimeca, Siddarth Venkatraman, Moksh Jain, Minsu Kim, Marcin Sendera, Mohsin Hasan, Alexandre Adam, Yashar Hezaveh, Laurence Perreault-Levasseur, Yoshua Bengio, Glen Berseth, Nikolay Malkin
- Published: 06 Mar 2025, Last Modified: 13 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Outsourced diffusion sampling: Efficient posterior inference in latent spaces of generative models
Siddarth Venkatraman, Mohsin Hasan, Minsu Kim, Luca Scimeca, Marcin Sendera, Yoshua Bengio, Glen Berseth, Nikolay Malkin
- Published: 06 Mar 2025, Last Modified: 15 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Flows don't cross in high dimension
Teodora Reu, Sixtine Dromigny, Michael M. Bronstein, Francisco Vargas
- Published: 06 Mar 2025, Last Modified: 14 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
MCM: Multi-layer Concept Map for Efficient Concept Learning from Masked Images
Yuwei Sun, Lu Mi, Ippei Fujisawa, Ryota Kanai
- Published: 06 Mar 2025, Last Modified: 19 Mar 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Flow Along the K-Amplitude for Generative Modeling
weitao Du, Shuning Chang, Jiasheng Tang, Yu Rong, Fan Wang, Shengchao Liu
- Published: 06 Mar 2025, Last Modified: 07 Apr 2025
- ICLR 2025 DeLTa Workshop Oral
- Readers: Everyone
Mixture-of-Mamba: Enhancing Multi-Modal State-Space Models with Modality-Aware Sparsity
Weixin Liang, Junhong Shen, Genghan Zhang, Ning Dong, Luke Zettlemoyer, LILI YU
- Published: 06 Mar 2025, Last Modified: 22 Mar 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Mixture-of-Transformers: A Sparse and Scalable Architecture for Multi-Modal Foundation Models
Weixin Liang, LILI YU, Liang Luo, Srini Iyer, Ning Dong, Chunting Zhou, Gargi Ghosh, Mike Lewis, Wen-tau Yih, Luke Zettlemoyer, Xi Victoria Lin
- Published: 06 Mar 2025, Last Modified: 14 Mar 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Improving Vector-Quantized Image Modeling with Latent Consistency-Matching Diffusion
Bac Nguyen, Chieh-Hsin Lai, Yuhta Takida, Naoki Murata, Toshimitsu Uesaka, Stefano Ermon, Yuki Mitsufuji
- Published: 06 Mar 2025, Last Modified: 14 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
PAC Privacy Preserving Diffusion Models
Qipan Xu, Youlong Ding, Xinxi Zhang, Jie Gao, Hao Wang
- Published: 06 Mar 2025, Last Modified: 13 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Latent Diffusion U-Net Representations Contain Positional Embeddings and Anomalies
Jonas Loos, Lorenz Linhardt
- Published: 06 Mar 2025, Last Modified: 13 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Shaping Inductive Bias in Diffusion Models through Frequency-Based Noise Control
Thomas Jiralerspong, Berton Earnshaw, Jason Hartford, Yoshua Bengio, Luca Scimeca
- Published: 06 Mar 2025, Last Modified: 13 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
EDM2+: Exploring Efficient Diffusion Model Architectures for Visual Generation
Toyota Li
- Published: 06 Mar 2025, Last Modified: 15 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Towards Black-Box Membership Inference Attack for Diffusion Models
Jingwei Li, Jing Dong, Tianxing He, Jingzhao Zhang
- Published: 06 Mar 2025, Last Modified: 13 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Revisiting Noise Schedule Design for Diffusion Training
Tiankai Hang, Shuyang Gu, Xin Geng, Baining Guo
- Published: 06 Mar 2025, Last Modified: 15 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
TPP-LLM: Modeling Temporal Point Processes by Efficiently Fine-Tuning Large Language Models
Zefang Liu, Yinzhu Quan
- Published: 06 Mar 2025, Last Modified: 14 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
How Well Does Your Tabular Generator Learn the Structure of Tabular Data?
Xiangjian Jiang, Nikola Simidjievski, Mateja Jamnik
- Published: 06 Mar 2025, Last Modified: 14 Mar 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone