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September 24, 2026

Reinforcement Learni9ng

MaD-RL: Matching Distributions for Calibrating LLMs with Reinforcement Learning

Sourabh Kulkarni, Ksheeraj Sai Vepuri, Basar Demir, Jason Bohrer, Emily Shen, Jianfa Chen, Nan Jiang, Ankit Jain, Harihar Subramanyam, Mannat Singh, Chirag Nagpal

September 24, 2026

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Publication

September 07, 2026

Responsible AI

Repeat-After-Me: Black-Box Adaptive Visual Prompt Injection

Sizhe Chen, Yu-Lin Tsai, Ivan Evtimov, Kamalika Chaudhuri, Raluca Ada Popa, David Wagner, Arman Zharmagambetov

September 07, 2026

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Publication

September 06, 2026

Speech & Audio

Alignment-Free Text-Audiobox for Voice Dubbing and Full-Duplex Dialogue Synthesis

Min-Jae Hwang, Sho Inoue, Bokai Yu, David Kant, Dongmin Hyun, Dorian Desblancs, Gregory Antonovsky, Oleg Repin, Zehai Tu, Juan Pino, Wei-Ning Hsu

September 06, 2026

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Publication

August 04, 2026

Computer Vision

WaiT for the Signal: Simple Frequency-Aware Flow-Matching

Krunoslav Lehman Pavasovic, Theophane Vallaeys, Stéphane Mallat, Giulio Biroli, Luke Zettlemoyer, Brian Karrer, Jakob Verbeek

August 04, 2026

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Publication

July 29, 2026

Reinforcement Learni9ng

NLP

Reinforcement Learning for Code Optimization

Pierre Chambon, Kunhao Zheng, Juliette Decugis, Benoît Sagot, Gabriel Synnaeve

July 29, 2026

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Publication

July 17, 2026

Conversational AI

Reinforcement Learni9ng

Learning to Reason by Analogy via Retrieval-Augmented Reinforcement Fine-Tuning

Zilin Xiao, Qi Ma, Jason Chen, Xintao Chen, Avinash Atreya, Hanjie Chen, Vicente Ordonez

July 17, 2026

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Publication

July 13, 2026

S-EMBER: A Large-Scale Benchmark for Streaming Egocentric Memory Retrieval

Xiaodong Wang, Xuanyi Zhao, Pedro Rodriguez, Devendra Singh Sachan, Barlas Oguz, Seungwhan Moon, Shang-Wen Li, Gargi Ghosh, Xin Dong, Wen-Tau Yih

July 13, 2026

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Publication

July 03, 2026

Human & Machine Intelligence

Robotics

Interpreting Physics in Video World Models

Sonia Joseph, Quentin Garrido, Randall Balestriero, Matthew Kowal, Thomas Fel, Shahab Bakhtiari, Blake Richards, Mike Rabbat

July 03, 2026

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Publication

June 29, 2026

Responsible AI

Accurate Decoding of Natural Sentences from Non-Invasive Brain Recordings

Mingfang (Lucy) Zhang *, Jarod Levy *, Cédric Rommel, Jérémy Rapin, Corentin Bel, Julie Bonnaire, Daniel Nieto, Pierre Bourdillon, Svetlana Pinet, Stéphane d'Ascoli, Thomas Moreau, Jean Remi King

June 29, 2026

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Publication

June 05, 2026

Conversational AI

Ranking & Recommendations

Superintelligent Retrieval Agent: The Next Frontier of Agentic Retrieval

Zeyu Yang, Qi Ma, Jason Chen, Anshumali Shrivastava

June 05, 2026

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Publication

May 27, 2026

AutoformBot: Formalizing Mathematics at Scale

Ahmad Rammal, Niket Patel, Amaury Hayat, Julia Kempe, Remi Munos, Charles Arnal, Vivien Cabannes

May 27, 2026

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Publication

May 26, 2026

Human & Machine Intelligence

Theory

Misalignment Between Backpropagation and the Hierarchy of Brain Responses to Images

Josephine Raugel, Max Seitzer, Marc Szafraniec, Huy V. Vo, Jérémy Rapin, Patrick Labatut, Piotr Bojanowski, Valentin Wyart, Jean Remi King

May 26, 2026

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Publication

October 31, 2019

NLP

Facebook AI's WAT19 Myanmar-English Translation Task Submission

Peng-Jen Chen, Jiajun Shen, Matt Le, Vishrav Chaudhary, Ahmed El-Kishky, Guillaume Wenzek, Myle Ott, Marc’Aurelio Ranzato

October 31, 2019

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Publication

October 27, 2019

Order-Aware Generative Modeling Using the 3D-Craft Dataset | Facebook AI Research

Zhuoyuan Chen, Demi Guo, Tong Xiao, Saining Xie, Xinlei Chen, Haonan Yu, Jonathan Gray, Kavya Srinet, Haoqi Fan, Jerry Ma, Charles R. Qi, Shubham Tulsiani, Arthur Szlam, Larry Zitnick

October 27, 2019

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Publication

April 25, 2020

Energy-Based Models for Atomic-Resolution Protein Conformations | Facebook AI Research

Yilun Du, Joshua Meier, Jerry Ma, Rob Fergus, Alexander Rives

April 25, 2020

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Publication

June 11, 2019

Computer Vision

ELF OpenGo: An Analysis and Open Reimplementation of AlphaZero | Facebook AI Research

Yuandong Tian, Jerry Ma, Qucheng Gong, Shubho Sengupta, Zhuoyuan Chen, James Pinkerton, Larry Zitnick

June 11, 2019

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Publication

March 14, 2019

NLP

On the Pitfalls of Measuring Emergent Communication | Facebook AI Research

Ryan Lowe, Jakob Foerster, Y-Lan Boureau, Joelle Pineau, Yann Dauphin

March 14, 2019

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Publication

January 13, 2020

NLP

Scaling up online speech recognition using ConvNets | Facebook AI Research

Vineel Pratap, Qiantong Xu, Jacob Kahn, Gilad Avidov, Tatiana Likhomanenko, Awni Hannun, Vitaliy Liptchinsky, Gabriel Synnaeve, Ronan Collobert

January 13, 2020

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Publication

April 30, 2018

NLP

Computer Vision

Mastering the Dungeon: Grounded Language Learning by Mechanical Turker Descent | Facebook AI Research

Zhilin Yang, Saizheng Zhang, Jack Urbanek, Will Feng, Alexander H. Miller, Arthur Szlam, Douwe Kiela, Jason Weston

April 30, 2018

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Publication

October 10, 2016

Speech & Audio

Computer Vision

Polysemous Codes | Facebook AI Research

Matthijs Douze, Hervé Jégou, Florent Perronnin

October 10, 2016

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Publication

June 18, 2018

Speech & Audio

Computer Vision

Low-shot learning with large-scale diffusion | Facebook AI Research

Matthijs Douze, Arthur Szlam, Bharath Hariharan, Hervé Jégou

June 18, 2018

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Publication

October 30, 2018

NLP

Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion | Facebook AI Research

Armand Joulin, Piotr Bojanowski, Tomas Mikolov, Hervé Jégou

October 30, 2018

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Publication

June 19, 2018

Computer Vision

LAMV: Learning to align and match videos with kernelized temporal layers | Facebook AI Research

Lorenzo Baraldi, Matthijs Douze, Rita Cucchiara, Hervé Jégou

June 19, 2018

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Publication

May 05, 2019

NLP

Computer Vision

Equi-normalization of Neural Networks | Facebook AI Research

Pierre Stock, Benjamin Graham, Rémi Gribonval, Hervé Jégou

May 05, 2019

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