Emmanuel Bengio
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
20
Venues
5
Active years
2013–2025
Best venue rank
A*
Where they publish
Papers
20 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICLR | Adaptive teachers for amortized samplers. | Minsu Kim, Sanghyeok Choi, Taeyoung Yun, Emmanuel Bengio, Leo Feng, Jarrid Rector-Brooks, Sungsoo Ahn, Jinkyoo Park, Nikolay Malkin, Yoshua Bengio |
| 2025 | ICLR | Action abstractions for amortized sampling. | Oussama Boussif, Lna Nhale Ezzine, Joseph D. Viviano, Michal Koziarski, Moksh Jain, Nikolay Malkin, Emmanuel Bengio, Rim Assouel, Yoshua Bengio |
| 2025 | ICLR | SynFlowNet: Design of Diverse and Novel Molecules with Synthesis Constraints. | Miruna T. Cretu, Charles Harris, Ilia Igashov, Arne Schneuing, Marwin H. S. Segler, Bruno E. Correia, Julien Roy, Emmanuel Bengio, Pietro Lio |
| 2025 | ICLR | Towards Improving Exploration through Sibling Augmented GFlowNets. | Kanika Madan, Alex Lamb, Emmanuel Bengio, Glen Berseth, Yoshua Bengio |
| 2025 | ICLR | Efficient Biological Data Acquisition through Inference Set Design. | Ihor Neporozhnii, Julien Roy, Emmanuel Bengio, Jason S. Hartford |
| 2025 | ICML | Random Policy Evaluation Uncovers Policies of Generative Flow Networks. | Haoran He, Emmanuel Bengio, Qingpeng Cai, Ling Pan |
| 2025 | ICML | Improved Off-policy Reinforcement Learning in Biological Sequence Design. | Hyeonah Kim, Minsu Kim, Taeyoung Yun, Sanghyeok Choi, Emmanuel Bengio, Alex Hernndez-Garca, Jinkyoo Park |
| 2025 | ICML | Pretraining Generative Flow Networks with Inexpensive Rewards for Molecular Graph Generation. | Mohit Pandey, Gopeshh Subbaraj, Artem Cherkasov, Martin Ester, Emmanuel Bengio |
| 2024 | AISTATS | Maximum entropy GFlowNets with soft Q-learning. | Sobhan Mohammadpour, Emmanuel Bengio, Emma Frejinger, Pierre-Luc Bacon |
| 2024 | ICLR | Local Search GFlowNets. | Minsu Kim, Taeyoung Yun, Emmanuel Bengio, Dinghuai Zhang, Yoshua Bengio, Sungsoo Ahn, Jinkyoo Park |
| 2024 | ICML | Learning to Scale Logits for Temperature-Conditional GFlowNets. | Minsu Kim, Joohwan Ko, Taeyoung Yun, Dinghuai Zhang, Ling Pan, Woochang Kim, Jinkyoo Park, Emmanuel Bengio, Yoshua Bengio |
| 2023 | ICML | Multi-Objective GFlowNets. | Moksh Jain, Sharath Chandra Raparthy, Alex Hernndez-Garca, Jarrid Rector-Brooks, Yoshua Bengio, Santiago Miret, Emmanuel Bengio |
| 2023 | ICML | Learning GFlowNets From Partial Episodes For Improved Convergence And Stability. | Kanika Madan, Jarrid Rector-Brooks, Maksym Korablyov, Emmanuel Bengio, Moksh Jain, Andrei Cristian Nica, Tom Bosc, Yoshua Bengio, Nikolay Malkin |
| 2023 | ICML | Towards Understanding and Improving GFlowNet Training. | Max W. Shen, Emmanuel Bengio, Ehsan Hajiramezanali, Andreas Loukas, Kyunghyun Cho, Tommaso Biancalani |
| 2022 | ICML | Biological Sequence Design with GFlowNets. | Moksh Jain, Emmanuel Bengio, Alex Hernndez-Garca, Jarrid Rector-Brooks, Bonaventure F. P. Dossou, Chanakya Ajit Ekbote, Jie Fu, Tianyu Zhang, Michael Kilgour, Dinghuai Zhang, Lena Simine, Payel Das, Yoshua Bengio |
| 2020 | ICML | Interference and Generalization in Temporal Difference Learning. | Emmanuel Bengio, Joelle Pineau, Doina Precup |
| 2017 | EMNLP | World Knowledge for Reading Comprehension: Rare Entity Prediction with Hierarchical LSTMs Using External Descriptions. | Teng Long, Emmanuel Bengio, Ryan Lowe, Jackie Chi Kit Cheung, Doina Precup |
| 2017 | ICLR | Deep Nets Don't Learn via Memorization. | David Krueger, Nicolas Ballas, Stanislaw Jastrzebski, Devansh Arpit, Maxinder S. Kanwal, Tegan Maharaj, Emmanuel Bengio, Asja Fischer, Aaron C. Courville |
| 2017 | ICML | A Closer Look at Memorization in Deep Networks. | Devansh Arpit, Stanislaw Jastrzebski, Nicolas Ballas, David Krueger, Emmanuel Bengio, Maxinder S. Kanwal, Tegan Maharaj, Asja Fischer, Aaron C. Courville, Yoshua Bengio, Simon Lacoste-Julien |
| 2013 | ICMI | Combining modality specific deep neural networks for emotion recognition in video. | Samira Ebrahimi Kahou, Christopher J. Pal, Xavier Bouthillier, Pierre Froumenty, aglar Glehre, Roland Memisevic, Pascal Vincent, Aaron C. Courville, Yoshua Bengio, Raul Chandias Ferrari, Mehdi Mirza, Sbastien Jean, Pierre Luc Carrier, Yann N. Dauphin, Nicolas Boulanger-Lewandowski, Abhishek Aggarwal, Jeremie Zumer, Pascal Lamblin, Jean-Philippe Raymond, Guillaume Desjardins, Razvan Pascanu, David Warde-Farley, Atousa Torabi, Arjun Sharma, Emmanuel Bengio, Kishore Reddy Konda, Zhenzhou Wu |