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Samy Bengio

Identifiers

  • name variant Samy Bengio 0.60 · backfill

Papers (42)

  1. The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity cs.AI · 2025 · author #5
  2. GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models cs.LG · 2024 · author #5
  3. A Closed-Form Learned Pooling for Deep Classification Networks cs.LG · 2019 · author #4
  4. Semantic Redundancies in Image-Classification Datasets: The 10% You Don't Need cs.CV · 2019 · author #3
  5. You Look Twice: GaterNet for Dynamic Filter Selection in CNNs cs.CV · 2018 · author #3
  6. Content preserving text generation with attribute controls cs.CL · 2018 · author #3
  7. Predicting the Generalization Gap in Deep Networks with Margin Distributions stat.ML · 2018 · author #4
  8. Insights on representational similarity in neural networks with canonical correlation stat.ML · 2018 · author #3
  9. A Study on Overfitting in Deep Reinforcement Learning cs.LG · 2018 · author #4
  10. Adversarial Attacks and Defences Competition cs.CV · 2018 · author #3
  11. Tensor2Tensor for Neural Machine Translation cs.LG · 2018 · author #2
  12. Large Margin Deep Networks for Classification stat.ML · 2018 · author #5
  13. Predicting Human Performance in Vertical Menu Selection Using Deep Learning cs.HC · 2018 · author #2
  14. Fast Decoding in Sequence Models using Discrete Latent Variables cs.LG · 2018 · author #5
  15. Discrete Autoencoders for Sequence Models cs.LG · 2018 · author #2
  16. On Using Backpropagation for Speech Texture Generation and Voice Conversion cs.SD · 2017 · author #4
  17. Time-Dependent Representation for Neural Event Sequence Prediction cs.LG · 2017 · author #3
  18. Device Placement Optimization with Reinforcement Learning cs.LG · 2017 · author #9
  19. N-gram Language Modeling using Recurrent Neural Network Estimation cs.CL · 2017 · author #3
  20. Tacotron: Towards End-to-End Speech Synthesis cs.CL · 2017 · author #10
  21. Sharp Minima Can Generalize For Deep Nets cs.LG · 2017 · author #3
  22. Learning to Remember Rare Events cs.LG · 2017 · author #4
  23. Revisiting Distributed Synchronous SGD cs.DC · 2017 · author #4
  24. Context-aware Captions from Context-agnostic Supervision cs.CV · 2017 · author #2
  25. Neural Combinatorial Optimization with Reinforcement Learning cs.AI · 2016 · author #5
  26. Understanding deep learning requires rethinking generalization cs.LG · 2016 · author #2
  27. Adversarial Machine Learning at Scale cs.CV · 2016 · author #3
  28. Can Active Memory Replace Attention? cs.LG · 2016 · author #2
  29. Show and Tell: Lessons learned from the 2015 MSCOCO Image Captioning Challenge cs.CV · 2016 · author #3
  30. Reward Augmented Maximum Likelihood for Neural Structured Prediction cs.LG · 2016 · author #2
  31. Adversarial examples in the physical world cs.CV · 2016 · author #3
  32. Density estimation using Real NVP cs.LG · 2016 · author #3
  33. Revisiting Distributed Synchronous SGD cs.LG · 2016 · author #4
  34. Order Matters: Sequence to sequence for sets stat.ML · 2015 · author #2
  35. Generating Sentences from a Continuous Space cs.LG · 2015 · author #6
  36. A Neural Transducer cs.LG · 2015 · author #6
  37. End-to-End Text-Dependent Speaker Verification cs.LG · 2015 · author #3
  38. Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks cs.LG · 2015 · author #1
  39. Show and Tell: A Neural Image Caption Generator cs.CV · 2014 · author #3
  40. Using Web Co-occurrence Statistics for Improving Image Categorization cs.CV · 2013 · author #1
  41. Zero-Shot Learning by Convex Combination of Semantic Embeddings cs.LG · 2013 · author #3
  42. Large-Scale Music Annotation and Retrieval: Learning to Rank in Joint Semantic Spaces cs.LG · 2011 · author #2

Mentions

  • 1411.4555 #3 · backfill · confidence 0.70 Samy Bengio
  • 1312.5697 #1 · backfill · confidence 0.70 Samy Bengio
  • 1312.5650 #3 · backfill · confidence 0.70 Samy Bengio
  • 1105.5196 #2 · backfill · confidence 0.70 Samy Bengio
  • 2506.06941 #5 · arxiv_oai · confidence 0.70 Samy Bengio

Frequent Coauthors