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Poster
Towards Lightweight, Model-Agnostic and Diversity-Aware Active Anomaly Detection
Xu Zhang · Yuan Zhao · Ziang Cui · Liqun Li · Shilin He · Qingwei Lin · Yingnong Dang · Saravan Rajmohan · Dongmei Zhang
Poster
Dirichlet-based Uncertainty Calibration for Active Domain Adaptation
Mixue Xie · Shuang Li · Rui Zhang · Chi Liu
Poster
Mon 7:30 REPAIR: REnormalizing Permuted Activations for Interpolation Repair
Keller Jordan · Hanie Sedghi · Olga Saukh · Rahim Entezari · Behnam Neyshabur
Workshop
Activity-Based Recommendations for the Reduction of CO2 Emissions in Private Households
Alona Zharova · Laura Löschmann
Poster
Robust Active Distillation
Cenk Baykal · Khoa Trinh · Fotis Iliopoulos · Gaurav Menghani · Erik Vee
Workshop
A framework for fully autonomous design of materials via multiobjective optimization and active learning: challenges and next steps
Tyler Chang · Jakob Elias · Stefan Wild · Santanu Chaudhuri · Joseph Libera
Poster
Mon 2:30 Pushing the Accuracy-Group Robustness Frontier with Introspective Self-play
Jeremiah Zhe Liu · Krishnamurthy Dvijotham · Jihyeon Lee · Quan Yuan · Balaji Lakshminarayanan · Deepak Ramachandran
Poster
Tue 7:30 Extremely Simple Activation Shaping for Out-of-Distribution Detection
Andrija Djurisic · Nebojsa Bozanic · Arjun Ashok · Rosanne Liu
Poster
Tue 2:30 Stateful Active Facilitator: Coordination and Environmental Heterogeneity in Cooperative Multi-Agent Reinforcement Learning
Dianbo Liu · Vedant Shah · Oussama Boussif · Cristian Meo · Anirudh Goyal · Tianmin Shu · Michael Mozer · Nicolas Heess · Yoshua Bengio
Poster
Sparse Distributed Memory is a Continual Learner
Trenton Bricken · Xander Davies · Deepak Singh · Dmitry Krotov · Gabriel Kreiman
Poster
Wed 2:30 Efficient recurrent architectures through activity sparsity and sparse back-propagation through time
Anand Subramoney · Khaleelulla Khan Nazeer · Mark Schoene · Christian Mayr · David Kappel
Oral
Wed 1:00 Efficient recurrent architectures through activity sparsity and sparse back-propagation through time
Anand Subramoney · Khaleelulla Khan Nazeer · Mark Schoene · Christian Mayr · David Kappel