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Workshop
Reverse Distillation: Training Billion Parameter Models For CTR Prediction
Aditya Anantharaman · Aashiq Muhamed · Hemant Pugaliya · Chong Wang · Sujan Perera · Zhen Ge · qingjun cui · Belinda Zeng · Trishul Chilimbi
Poster
Wed 17:00 Understanding the Distillation Process from Deep Generative Models to Tractable Probabilistic Circuits
Xuejie Liu · Anji Liu · Guy Van den Broeck · Yitao Liang
Workshop
One-Step Diffusion Distillation via Deep Equilibrium Models
Zhengyang Geng · Ashwini Pokle · Zico Kolter
Poster
Tue 17:00 On the Impact of Knowledge Distillation for Model Interpretability
Hyeongrok Han · Siwon Kim · Hyun-Soo Choi · Sungroh Yoon
Workshop
Towards Safe Self-Distillation of Internet-Scale Text-to-Image Diffusion Models
Sanghyun Kim · Seohyeon Jung · Balhae Kim · Moonseok Choi · Jinwoo Shin · Juho Lee
Poster
Wed 14:00 Distilling Internet-Scale Vision-Language Models into Embodied Agents
Theodore R Sumers · Kenneth Marino · Arun Ahuja · Rob Fergus · Ishita Dasgupta
Poster
Wed 14:00 Less is More: Task-aware Layer-wise Distillation for Language Model Compression
Chen Liang · Simiao Zuo · Qingru Zhang · Pengcheng He · Weizhu Chen · Tuo Zhao
Workshop
Collaborative Score Distillation for Consistent Visual Synthesis
Subin Kim · Kyungmin Lee · June Suk Choi · Jongheon Jeong · Kihyuk Sohn · Jinwoo Shin
Affinity Workshop
Mon 19:15 An Empirical Analysis Towards Replacing Vocabulary-Rigid Embeddings by a Vocabulary-Free Mechanism
Alejandro Rodriguez Perez · Korn Sooksatra · Pablo Rivas · Ernesto Quevedo Caballero · Javier Turek · Gisela Bichler · Tomas Cerny · Laurie Giddens · Stacie Petter