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215 Results
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Poster
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Thu 16:30 |
In-Context Learning with Representations: Contextual Generalization of Trained Transformers Tong Yang · Yu Huang · Yingbin Liang · Yuejie Chi |
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Poster
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Wed 11:00 |
Rethinking The Training And Evaluation of Rich-Context Layout-to-Image Generation Jiaxin Cheng · ZIXU ZHAO · Tong He · Tianjun Xiao · Zheng Zhang · Yicong Zhou |
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Poster
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Fri 11:00 |
The Closeness of In-Context Learning and Weight Shifting for Softmax Regression Shuai Li · Zhao Song · Yu Xia · Tong Yu · Tianyi Zhou |
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Poster
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Wed 16:30 |
ARC: A Generalist Graph Anomaly Detector with In-Context Learning Yixin Liu · Shiyuan Li · Yu Zheng · Qingfeng Chen · Chengqi Zhang · Shirui Pan |
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Expo Talk Panel
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Wed 16:30 |
MegaBeam-Mistral-7B: Advancing Long-Context Processing for Real-World AI Applications Chen Wu · Yin Song · Eden Duthie |
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Poster
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Efficient Recurrent Off-Policy RL Requires a Context-Encoder-Specific Learning Rate Fan-Ming Luo · Zuolin Tu · Zefang Huang · Yang Yu |
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Poster
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IRCAN: Mitigating Knowledge Conflicts in LLM Generation via Identifying and Reweighting Context-Aware Neurons Dan Shi · Renren Jin · Tianhao Shen · Weilong Dong · Xinwei Wu · Deyi Xiong |
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Poster
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Wed 16:30 |
MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations Yubo Ma · Yuhang Zang · Liangyu Chen · Meiqi Chen · Yizhu Jiao · Xinze Li · Xinyuan Lu · Ziyu Liu · Yan Ma · Xiaoyi Dong · Pan Zhang · Liangming Pan · Yu-Gang Jiang · Jiaqi Wang · Yixin Cao · Aixin Sun |
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Poster
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Thu 11:00 |
Multimodal Task Vectors Enable Many-Shot Multimodal In-Context Learning Brandon Huang · Chancharik Mitra · Leonid Karlinsky · Assaf Arbelle · Trevor Darrell · Roei Herzig |
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Poster
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Thu 16:30 |
HYSYNTH: Context-Free LLM Approximation for Guiding Program Synthesis Shraddha Barke · Emmanuel Anaya Gonzalez · Saketh Ram Kasibatla · Taylor Berg-Kirkpatrick · Nadia Polikarpova |
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Poster
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InfLLM: Training-Free Long-Context Extrapolation for LLMs with an Efficient Context Memory Chaojun Xiao · Pengle Zhang · Xu Han · Guangxuan Xiao · Yankai Lin · Zhengyan Zhang · Zhiyuan Liu · Maosong Sun |
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Poster
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Wed 11:00 |
Transformers are Minimax Optimal Nonparametric In-Context Learners Juno Kim · Tai Nakamaki · Taiji Suzuki |