UC Berkeley

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Recent Activity

Chrisyichuan authored a paper 1 day ago

LEANN: A Low-Storage Vector Index

rishabh2k1 authored a paper 4 months ago

Overcoming Simplicity Bias in Deep Networks using a Feature Sieve

rishabh2k1 authored a paper 4 months ago

QuantSpec: Self-Speculative Decoding with Hierarchical Quantized KV Cache

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cyrusyc

authored 2 papers 10 days ago

LLaMP: Large Language Model Made Powerful for High-fidelity Materials Knowledge Retrieval and Distillation

Paper • 2401.17244 • Published Jan 30, 2024

34 Examples of LLM Applications in Materials Science and Chemistry: Towards Automation, Assistants, Agents, and Accelerated Scientific Discovery

Paper • 2505.03049 • Published May 5

nickjiang

authored 2 papers about 1 month ago

Vision Transformers Don't Need Trained Registers

Paper • 2506.08010 • Published Jun 9 • 20

Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations

Paper • 2410.02762 • Published Oct 3, 2024 • 9

a1k12

authored 3 papers 2 months ago

Neural Spectral Methods: Self-supervised learning in the spectral domain

Paper • 2312.05225 • Published Dec 8, 2023

Scaling physics-informed hard constraints with mixture-of-experts

Paper • 2402.13412 • Published Feb 20, 2024

Understanding and Mitigating Distribution Shifts For Machine Learning Force Fields

Paper • 2503.08674 • Published Mar 11

HaoranG

authored a paper 2 months ago

RoboVerse: Towards a Unified Platform, Dataset and Benchmark for Scalable and Generalizable Robot Learning

Paper • 2504.18904 • Published Apr 26 • 10

michaelzhiluo

authored 2 papers 5 months ago

SimpleStrat: Diversifying Language Model Generation with Stratification

Paper • 2410.09038 • Published Oct 11, 2024 • 4

Autellix: An Efficient Serving Engine for LLM Agents as General Programs

Paper • 2502.13965 • Published Feb 19 • 19

amalaa

authored a paper 5 months ago

Lifelong Sequential Knowledge Editing without Model Degradation

Paper • 2502.01636 • Published Feb 3 • 5

cyrusyc

authored a paper 8 months ago

Reflections from the 2024 Large Language Model (LLM) Hackathon for Applications in Materials Science and Chemistry

Paper • 2411.15221 • Published Nov 20, 2024 • 33

abiswal

authored a paper 11 months ago

Text2SQL is Not Enough: Unifying AI and Databases with TAG

Paper • 2408.14717 • Published Aug 27, 2024 • 27

kristyelee

authored a paper about 1 year ago

Adapting Language Models for Zero-shot Learning by Meta-tuning on Dataset and Prompt Collections

Paper • 2104.04670 • Published Apr 10, 2021

Timmli

authored a paper about 1 year ago

From Crowdsourced Data to High-Quality Benchmarks: Arena-Hard and BenchBuilder Pipeline

Paper • 2406.11939 • Published Jun 17, 2024 • 8

michaelzhiluo

authored a paper about 1 year ago

Stylus: Automatic Adapter Selection for Diffusion Models

Paper • 2404.18928 • Published Apr 29, 2024 • 15

JustinWong8314

authored 2 papers about 1 year ago

The Wisdom of Hindsight Makes Language Models Better Instruction Followers

Paper • 2302.05206 • Published Feb 10, 2023

Stylus: Automatic Adapter Selection for Diffusion Models

Paper • 2404.18928 • Published Apr 29, 2024 • 15

cyrusyc

authored a paper over 1 year ago

A foundation model for atomistic materials chemistry

Paper • 2401.00096 • Published Dec 29, 2023 • 1

Timmli

authored a paper over 1 year ago

Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference

Paper • 2403.04132 • Published Mar 7, 2024 • 41