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Workshop
Backdoor Attacks for In-Context Learning with Language Models
Nikhil Kandpal · Matthew Jagielski · Florian Tramer · Nicholas Carlini
Workshop
Scaling In-Context Demonstrations with Structured Attention
Tianle Cai · Kaixuan Huang · Jason Lee · Mengdi Wang · Danqi Chen
Poster
Wed 17:00 Transformers Learn In-Context by Gradient Descent
Johannes Von Oswald · Eyvind Niklasson · Ettore Randazzo · Joao Sacramento · Alexander Mordvintsev · Andrey Zhmoginov · Max Vladymyrov
Oral
Wed 20:04 Transformers Learn In-Context by Gradient Descent
Johannes Von Oswald · Eyvind Niklasson · Ettore Randazzo · Joao Sacramento · Alexander Mordvintsev · Andrey Zhmoginov · Max Vladymyrov
Workshop
DisasterResponseGPT: Large Language Models for Accelerated Plan of Action Development in Disaster Response Scenarios
Vinicius G. Goecks · Nicholas Waytowich
Poster
Thu 16:30 Compositional Exemplars for In-context Learning
Jiacheng Ye · Zhiyong Wu · Jiangtao Feng · Tao Yu · Lingpeng Kong
Workshop
In-Context Decision-Making from Supervised Pretraining
Jonathan Lee · Annie Xie · Aldo Pacchiano · Yash Chandak · Chelsea Finn · Ofir Nachum · Emma Brunskill
Poster
Tue 14:00 Context-Aware Bayesian Network Actor-Critic Methods for Cooperative Multi-Agent Reinforcement Learning
Dingyang Chen · Qi Zhang
Poster
Tue 17:00 Robust Situational Reinforcement Learning in Face of Context Disturbances
Jinpeng Zhang · Yufeng Zheng · Chuheng Zhang · Li Zhao · Lei Song · Yuan Zhou · Jiang Bian
Poster
Wed 17:00 Reinforcement Learning with History Dependent Dynamic Contexts
Guy Tennenholtz · Nadav Merlis · Lior Shani · Martin Mladenov · Craig Boutilier
Workshop
What if We Enrich day-ahead Solar Irradiance Time Series Forecasting with Spatio-Temporal Context?
Oussama Boussif · Ghait Boukachab · Dan Assouline · Stefano Massaroli · Tianle Yuan · Loubna Benabbou · Yoshua Bengio