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925 Results
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Poster
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Fri 8:30 |
DSelect-k: Differentiable Selection in the Mixture of Experts with Applications to Multi-Task Learning Hussein Hazimeh · Zhe Zhao · Aakanksha Chowdhery · Maheswaran Sathiamoorthy · Yihua Chen · Rahul Mazumder · Lichan Hong · Ed Chi |
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Datasets and Benchmarks
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Benchmarking Bayesian Deep Learning on Diabetic Retinopathy Detection Tasks Neil Band · Tim G. J. Rudner · Qixuan Feng · Angelos Filos · Zachary Nado · Mike Dusenberry · Ghassen Jerfel · Dustin Tran · Yarin Gal |
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Workshop
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Benchmarking Bayesian Deep Learning on Diabetic Retinopathy Detection Tasks Neil Band · Tim G. J. Rudner · Qixuan Feng · Angelos Filos · Zachary Nado · Mike Dusenberry · Ghassen Jerfel · Dustin Tran · Yarin Gal |
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Workshop
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Benchmarking Bayesian Deep Learning on Diabetic Retinopathy Detection Tasks Neil Band · Tim G. J. Rudner · Qixuan Feng · Angelos Filos · Zachary Nado · Mike Dusenberry · Ghassen Jerfel · Dustin Tran · Yarin Gal |
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Poster
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Wed 0:30 |
MixACM: Mixup-Based Robustness Transfer via Distillation of Activated Channel Maps Awais Muhammad · Fengwei Zhou · Chuanlong Xie · Jiawei Li · Sung-Ho Bae · Zhenguo Li |
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Poster
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Fri 8:30 |
Leveraging Recursive Gumbel-Max Trick for Approximate Inference in Combinatorial Spaces Kirill Struminsky · Artyom Gadetsky · Denis Rakitin · Danil Karpushkin · Dmitry Vetrov |
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Poster
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Tue 8:30 |
Neural optimal feedback control with local learning rules Johannes Friedrich · Siavash Golkar · Shiva Farashahi · Alexander Genkin · Anirvan Sengupta · Dmitri Chklovskii |
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Poster
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Wed 0:30 |
Posterior Meta-Replay for Continual Learning Christian Henning · Maria Cervera · Francesco D'Angelo · Johannes von Oswald · Regina Traber · Benjamin Ehret · Seijin Kobayashi · Benjamin F. Grewe · João Sacramento |
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Poster
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Wed 0:30 |
Credit Assignment in Neural Networks through Deep Feedback Control Alexander Meulemans · Matilde Tristany Farinha · Javier Garcia Ordonez · Pau Vilimelis Aceituno · João Sacramento · Benjamin F. Grewe |
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Poster
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Tue 8:30 |
Neural Population Geometry Reveals the Role of Stochasticity in Robust Perception Joel Dapello · Jenelle Feather · Hang Le · Tiago Marques · David Cox · Josh McDermott · James J DiCarlo · Sueyeon Chung |
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Poster
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Thu 16:30 |
DominoSearch: Find layer-wise fine-grained N:M sparse schemes from dense neural networks Wei Sun · Aojun Zhou · Sander Stuijk · Rob Wijnhoven · Andrew Nelson · Hongsheng Li · Henk Corporaal |
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Poster
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Wed 0:30 |
DeepReduce: A Sparse-tensor Communication Framework for Federated Deep Learning Hang Xu · Kelly Kostopoulou · Aritra Dutta · Xin Li · Alexandros Ntoulas · Panos Kalnis |