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January 25, 2024

Computer Vision

LRR: Language-Driven Resamplable Continuous Representation against Adversarial Tracking Attacks

Felix Xu, Di Lin, Jianjun Zhao, Jianlang Chen, Lei Ma, Qing Guo, Wei Feng, Xuhong Ren

January 25, 2024

Publication

January 18, 2024

Core Machine Learning

A newcomer's guide to deep learning for inverse design in nano-photonics

Olivier Teytaud, Abdourahman Khaireh Walieh, Antoine Moreau, Pauline Bennet, Peter Wiecha

January 18, 2024

Publication

January 09, 2024

Core Machine Learning

Accelerating a Triton Fused Kernel for W4A16 Quantized Inference with SplitK Work Decomposition

Less Wright, Adnan Hoque

January 09, 2024

Publication

January 06, 2024

Ranking & Recommendations

Reinforcement Learni9ng

Learning to bid and rank together in recommendation systems

Geng Ji, Wentao Jiang, Jiang Li, Fahmid Morshed Fahid, Zhengxing Chen, Yinghua Li, Jun Xiao, Chongxi Bao, Zheqing (Bill) Zhu

January 06, 2024

Publication

December 26, 2023

Graphics

Computer Vision

Mosaic-SDF for 3D Generative Models

Lior Yariv, Omri Puny, Natalia Neverova, Oran Gafni, Yaron Lipman

December 26, 2023

Publication

December 20, 2023

Integrity

An efficient algorithm for integer lattice reduction

François Charton, Kristin Lauter, Cathy Li, Mark Tygert

December 20, 2023

Publication

December 11, 2023

Speech & Audio

Audiobox: Unified Audio Generation with Natural Language Prompts

Wei-Ning Hsu, Akinniyi Akinyemi, Alice Rakotoarison, Andros Tjandra, Apoorv Vyas, Baishan Guo, Bapi Akula, Bowen Shi, Brian Ellis, Ivan Cruz, Jeff Wang, Jiemin Zhang, Mary Williamson, Matt Le, Rashel Moritz, Robbie Adkins, William Ngan, Xinyue Zhang, Yael Yungster, Yi-Chiao Wu

December 11, 2023

Publication

December 10, 2023

Reinforcement Learni9ng

Core Machine Learning

TaskMet: Task-driven Metric Learning for Model Learning

Dishank Bansal, Ricky Chen, Mustafa Mukadam, Brandon Amos

December 10, 2023

Publication

December 10, 2023

SALSA VERDE: a machine learning attack on Learning With Errors with sparse small secrets

Cathy Li, Emily Wenger, Zeyuan Allen-Zhu, François Charton, Kristin Lauter

December 10, 2023

Publication

December 10, 2023

Reinforcement Learni9ng

Weakly Coupled Deep Q-Networks

Ibrahim El Shar, Daniel Jiang

December 10, 2023

Publication

December 10, 2023

Computer Vision

Object Reprojection Error (ORE): Camera pose benchmarks from lightweight tracking annotations

Xingyu Chen, Weiyao Wang, Hao Tang, Matt Feiszli

December 10, 2023

Publication

December 10, 2023

Robotics

Reinforcement Learni9ng

Accelerating Exploration with Unlabeled Prior Data

Qiyang Li, Jason Zhang, Dibya Ghosh, Amy Zhang, Sergey Levine

December 10, 2023

Publication

June 10, 2019

Computer Vision

GEOMetrics: Exploiting Geometric Structure for Graph-Encoded Objects | Facebook AI Research

Edward J. Smith, Scott Fujimoto, Adriana Romero, David Meger

June 10, 2019

Publication

June 16, 2019

Computer Vision

Reducing Uncertainty in Undersampled MRI Reconstruction with Active Acquisition | Facebook AI Research

Zizhao Zhang, Adriana Romero, Matthew J. Muckley, Pascal Vincent, Lin Yang, Michal Drozdzal

June 16, 2019

Publication

June 16, 2019

Computer Vision

Inverse Cooking: Recipe Generation from Food Images | Facebook AI Research

Amaia Salvador, Michal Drozdzal, Xavier Giro-i-Nieto, Adriana Romero

June 16, 2019

Publication

February 26, 2021

Core Machine Learning

Does Visual Self-Supervision Improve Learning of Speech Representations for Emotion Recognition?

Abhinav Shukla, Stavros Petridis, Maja Pantic

February 26, 2021

Publication

June 11, 2021

Computer Vision

Lips Don’t Lie: A Generalisable and Robust Approach to Face Forgery Detection

Alexandros Haliassos, Konstantinos Vougioukas, Stavros Petridis, Maja Pantic

June 11, 2021

Publication

May 29, 2021

NLP

Autoregressive Entity Retrieval

Nicola De Cao, , Gautier Izacard, Sebastian Riedel, Fabio Petroni

May 29, 2021

Publication

April 13, 2021

Core Machine Learning

Continual Learning using a Bayesian Nonparametric Dictionary of Weight Factors

Nikhil Mehta, Kevin J Liang, Vinay K Verma, Lawrence Carin

April 13, 2021

Publication

May 03, 2021

Core Machine Learning

Computer Vision

Remembering for the Right Reasons: Explanations Reduce Catastrophic Forgetting

Sayna Ebrahimi, Suzanne Petryk, Akash Gokul, William Gan, Joseph E. Gonzalez, Marcus Rohrbach, Trevor Darrell

May 03, 2021

Publication

May 02, 2021

NLP

What they do when in doubt: a study of inductive biases in seq2seq learners

Eugene Kharitonov, Rahma Chaabouni

May 02, 2021

Publication

May 07, 2021

Core Machine Learning

Theory

Tilted Empirical Risk Minimization

Tian Li, Ahmad Beirami, Maziar Sanjabi, Virginia Smith

May 07, 2021

Publication

May 03, 2021

Core Machine Learning

Neural Spatio-Temporal Point Processes

Ricky T. Q. Chen, Brandon Amos, Maximilian Nickel

May 03, 2021

Publication

May 03, 2021

Core Machine Learning

Learning Neural Event Functions for Ordinary Differential Equations

Ricky T. Q. Chen, Brandon Amos, Maximilian Nickel

May 03, 2021

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