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Workshop
Generalizing Alignment Paradigm of Text-to-Image Generation with Preferences through f-divergence Minimization
Haoyuan Sun · Bo Xia · Yongzhe Chang · Xueqian Wang
Workshop
How to Determine the Preferred Image Distribution of a Black-Box Vision-Language Model?
Saeid Asgari · Joseph G Lambourne · Alana Mongkhounsavath
Workshop
How to Determine the Preferred Image Distribution of a Black-Box Vision-Language Model?
Saeid Asgari · Joseph G Lambourne · Alana Mongkhounsavath
Workshop
Sat 9:00 Geometry of the Distribution of Natural Images
Eero Simoncelli
Poster
Fri 11:00 An eye for an ear: zero-shot audio description leveraging an image captioner with audio-visual token distribution matching
Hugo Malard · Michel Olvera · Stéphane Lathuilière · Slim Essid
Poster
Fri 16:30 Rethinking Score Distillation as a Bridge Between Image Distributions
David McAllister · Songwei Ge · Jia-Bin Huang · David Jacobs · Alexei Efros · Aleksander Holynski · Angjoo Kanazawa
Poster
Thu 16:30 Improved Distribution Matching Distillation for Fast Image Synthesis
Tianwei Yin · Michaël Gharbi · Taesung Park · Richard Zhang · Eli Shechtman · Fredo Durand · Bill Freeman
Expo Talk Panel
Wed 13:00 Industrial Applications of Distributional Preference Alignment of LLMs via Optimal Transport
Youssef Mroueh
Oral
Thu 15:50 Improved Distribution Matching Distillation for Fast Image Synthesis
Tianwei Yin · Michaël Gharbi · Taesung Park · Richard Zhang · Eli Shechtman · Fredo Durand · Bill Freeman
Poster
Wed 11:00 Subject-driven Text-to-Image Generation via Preference-based Reinforcement Learning
Yanting Miao · William Loh · Suraj Kothawade · Pascal Poupart · Abdullah Rashwan · Yeqing Li
Poster
Wed 11:00 PrefPaint: Aligning Image Inpainting Diffusion Model with Human Preference
Kendong Liu · Zhiyu Zhu · Chuanhao Li · Hui LIU · Huanqiang Zeng · Junhui Hou
Poster
Wed 11:00 Distributional Preference Alignment of LLMs via Optimal Transport
Igor Melnyk · Youssef Mroueh · Brian Belgodere · Mattia Rigotti · Apoorva Nitsure · Mikhail Yurochkin · Kristjan Greenewald · Jiri Navratil · Jarret Ross