Articles by Microsoft Research

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217

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Rethinking Robustness of Model Attributions

16 December 2023 by Sandesh Kamath and others at

Microsoft Research

Machine Learning, Cryptography and Security

Binary Code Summarization: Benchmarking ChatGPT/GPT-4 and Other Large Language Models

15 December 2023 by Xin Jin and others at

Microsoft Research

Cryptography and Security, Computation and Language

TinyGSM: achieving >80% on GSM8k with small language models

14 December 2023 by Bingbin Liu and others at

Microsoft Research

Machine Learning, Computation and Language

Fewer is More: Boosting LLM Reasoning with Reinforced Context Pruning

15 February 2024 by Xijie Huang and others at

Microsoft Research

Computation and Language, Artificial Intelligence

PromptBench: A Unified Library for Evaluation of Large Language Models

20 August 2024 by Kaijie Zhu and others at

Microsoft Research

Artificial Intelligence, Computation and Language

How Well Does GPT-4V(ision) Adapt to Distribution Shifts? A Preliminary Investigation

25 February 2024 by Zhongyi Han and others at

Microsoft Research

Machine Learning, Artificial Intelligence

Control Risk for Potential Misuse of Artificial Intelligence in Science

11 December 2023 by Jiyan He and others at

Microsoft Research

Artificial Intelligence

CMMD: Contrastive Multi-Modal Diffusion for Video-Audio Conditional Modeling

9 October 2024 by Ruihan Yang and others at

Microsoft Research

Machine Learning, Computer Vision and Pattern Recognition

DiSK: A Diffusion Model for Structured Knowledge

7 February 2024 by Ouail Kitouni and others at

Microsoft Research

Machine Learning, Artificial Intelligence

AI-guided inverse design and discovery of recyclable vitrimeric polymers

6 September 2024 by Yiwen Zheng and others at

Microsoft Research

Materials Science, Machine Learning

MatterGen: a generative model for inorganic materials design

29 January 2024 by Claudio Zeni and others at

Microsoft Research

Materials Science, Artificial Intelligence

Schrodinger Bridges Beat Diffusion Models on Text-to-Speech Synthesis

6 December 2023 by Zehua Chen and others at

Microsoft Research

Sound, Machine Learning

Visual Encoders for Data-Efficient Imitation Learning in Modern Video Games

30 April 2025 by Lukas Schäfer and others at

Microsoft Research

Machine Learning, Artificial Intelligence

ART\boldsymbol{\cdot}V: Auto-Regressive Text-to-Video Generation with Diffusion Models

30 November 2023 by Wenming Weng and others at

Microsoft Research

Computer Vision and Pattern Recognition

BioCLIP: A Vision Foundation Model for the Tree of Life

14 May 2024 by Samuel Stevens and others at

Microsoft Research

Computer Vision and Pattern Recognition, Computation and Language

TaskBench: Benchmarking Large Language Models for Task Automation

1 November 2024 by Yongliang Shen and others at

Microsoft Research

Computation and Language, Artificial Intelligence

SAIBench: A Structural Interpretation of AI for Science Through Benchmarks

29 November 2023 by Yatao Li and Jianfeng Zhan at

Microsoft Research

Machine Learning

SatCLIP: Global, General-Purpose Location Embeddings with Satellite Imagery

12 April 2024 by Konstantin Klemmer and others at

Microsoft Research

Computer Vision and Pattern Recognition, Artificial Intelligence

TextDiffuser-2: Unleashing the Power of Language Models for Text Rendering

28 November 2023 by Jingye Chen and others at

Microsoft Research

Computer Vision and Pattern Recognition

The Impact of Large Language Models on Scientific Discovery: a Preliminary Study using GPT-4

8 December 2023 by Microsoft Research Ai4Science and Microsoft Azure Quantum at

Microsoft Research

Computation and Language, Artificial Intelligence

FP8-LM: Training FP8 Large Language Models

19 December 2023 by Houwen Peng and others at

Microsoft Research

Machine Learning, Computation and Language

PromptAgent: Strategic Planning with Language Models Enables Expert-level Prompt Optimization

7 December 2023 by Xinyuan Wang and others at

Microsoft Research

Computation and Language

BatteryML:An Open-source platform for Machine Learning on Battery Degradation

3 April 2024 by Han Zhang and others at

Microsoft Research

Machine Learning, Artificial Intelligence

Towards Causal Deep Learning for Vulnerability Detection

15 January 2024 by Md Mahbubur Rahman and others at

Microsoft Research

Software Engineering, Cryptography and Security

UniAudio: An Audio Foundation Model Toward Universal Audio Generation

10 December 2024 by Dongchao Yang and others at

Microsoft Research

Sound, Audio and Speech Processing

Revisiting DETR Pre-training for Object Detection

1 December 2023 by Yan Ma and others at

Microsoft Research

Computer Vision and Pattern Recognition

Extending Explainable Boosting Machines to Scientific Image Data

30 November 2023 by Daniel Schug and others at

Microsoft Research

Computer Vision and Pattern Recognition, Quantum Gases

AR-Diffusion: Auto-Regressive Diffusion Model for Text Generation

13 December 2023 by Tong Wu and others at

Microsoft Research

Computation and Language

Learning to Plan with Natural Language

13 December 2023 by Yiduo Guo and others at

Microsoft Research

Computation and Language

Timewarp: Transferable Acceleration of Molecular Dynamics by Learning Time-Coarsened Dynamics

1 December 2023 by Leon Klein and others at

Microsoft Research

Machine Learning, Statistical Mechanics

Topics

Machine Learning Artificial Intelligence Computation and Language Computer Vision and Pattern Recognition Software Engineering Programming Languages Human-Computer Interaction Logic in Computer Science Cryptography and Security Multimedia Mathematical Physics Audio and Speech Processing Information Retrieval Databases Distributed, Parallel, and Cluster Computing