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Oral
Thu Jul 17 10:00 AM -- 10:15 AM (PDT) @ West Ballroom A None
DistiLLM-2: A Contrastive Approach Boosts the Distillation of LLMs
In Oral 5B Deep Learning Algorithms
Jongwoo Ko · Tianyi Chen · Sungnyun Kim · Tianyu Ding · Luming Liang · Ilya Zharkov · Se-Young Yun
[ OpenReview] 
Oral
Thu Jul 17 10:15 AM -- 10:30 AM (PDT) @ West Ballroom A None
ABKD: Pursuing a Proper Allocation of the Probability Mass in Knowledge Distillation via $\alpha$-$\beta$-Divergence
In Oral 5B Deep Learning Algorithms
Guanghui Wang · Zhiyong Yang · Zitai Wang · Shi Wang · Qianqian Xu · Qingming Huang
[ OpenReview] 
Oral
Thu Jul 17 10:30 AM -- 10:45 AM (PDT) @ West Ballroom A None
Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning
In Oral 5B Deep Learning Algorithms
Fangwen Wu · Lechao Cheng · Shengeng Tang · Xiaofeng Zhu · Chaowei Fang · Dingwen Zhang · Meng Wang
[ OpenReview] 
Oral
Thu Jul 17 10:45 AM -- 11:00 AM (PDT) @ West Ballroom A None
From Weight-Based to State-Based Fine-Tuning: Further Memory Reduction on LoRA with Parallel Control
In Oral 5B Deep Learning Algorithms
Chi Zhang · REN Lianhai · Jingpu Cheng · Qianxiao Li
[ Slides]  [ OpenReview]