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170 Results
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Poster
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Wed 8:00 |
Scaling up Hybrid Probabilistic Inference with Logical and Arithmetic Constraints via Message Passing Zhe Zeng · Paolo Morettin · Fanqi Yan · Antonio Vergari · Guy Van den Broeck |
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Poster
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Wed 8:00 |
Imputer: Sequence Modelling via Imputation and Dynamic Programming William Chan · Chitwan Saharia · Geoffrey Hinton · Mohammad Norouzi · Navdeep Jaitly |
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Poster
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Wed 13:00 |
Transformers are RNNs: Fast Autoregressive Transformers with Linear Attention Angelos Katharopoulos · Apoorv Vyas · Nikolaos Pappas · François Fleuret |
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Poster
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Wed 12:00 |
Neuro-Symbolic Visual Reasoning: Disentangling "Visual" from "Reasoning" Saeed Amizadeh · Hamid Palangi · Alex Polozov · Yichen Huang · Kazuhito Koishida |
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Poster
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Thu 6:00 |
Low-Rank Bottleneck in Multi-head Attention Models Srinadh Bhojanapalli · Chulhee Yun · Ankit Singh Rawat · Sashank Jakkam Reddi · Sanjiv Kumar |
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Workshop
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Sat 2:25 |
INNF+: Invertible Neural Networks, Normalizing Flows, and Explicit Likelihood Models Chin-Wei Huang · David Krueger · Rianne Van den Berg · George Papamakarios · Chris Cremer · Ricky T. Q. Chen · Danilo J. Rezende |
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Poster
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Tue 14:00 |
Infinite attention: NNGP and NTK for deep attention networks Jiri Hron · Yasaman Bahri · Jascha Sohl-Dickstein · Roman Novak |
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Poster
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Wed 12:00 |
Einsum Networks: Fast and Scalable Learning of Tractable Probabilistic Circuits Robert Peharz · Steven Lang · Antonio Vergari · Karl Stelzner · Alejandro Molina · Martin Trapp · Guy Van den Broeck · Kristian Kersting · Zoubin Ghahramani |
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Poster
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Thu 6:00 |
How to Train Your Neural ODE: the World of Jacobian and Kinetic Regularization Chris Finlay · Joern-Henrik Jacobsen · Levon Nurbekyan · Adam Oberman |
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Poster
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Thu 6:00 |
Differentiable Product Quantization for End-to-End Embedding Compression Ting Chen · Lala Li · Yizhou Sun |
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Poster
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Tue 8:00 |
PoWER-BERT: Accelerating BERT Inference via Progressive Word-vector Elimination Saurabh Goyal · Anamitra Roy Choudhury · Saurabh Raje · Venkatesan Chakaravarthy · Yogish Sabharwal · Ashish Verma |
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Poster
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Wed 8:00 |
Pretrained Generalized Autoregressive Model with Adaptive Probabilistic Label Clusters for Extreme Multi-label Text Classification Hui Ye · Zhiyu Chen · Da-Han Wang · Brian D Davison |