Gies College of Business at UIUC

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shengzhu 

authored a paper 5 months ago

SciCode: A Research Coding Benchmark Curated by Scientists

Paper • 2407.13168 • Published Jul 18 • 13

IrohXu 

authored 6 papers 5 months ago

If LLM Is the Wizard, Then Code Is the Wand: A Survey on How Code Empowers Large Language Models to Serve as Intelligent Agents

Paper • 2401.00812 • Published Jan 1 • 3

What is the Visual Cognition Gap between Humans and Multimodal LLMs?

Paper • 2406.10424 • Published Jun 14

Mitigating Transformer Overconfidence via Lipschitz Regularization

Paper • 2306.06849 • Published Jun 12, 2023

Spurious Correlations in Machine Learning: A Survey

Paper • 2402.12715 • Published Feb 20 • 1

MACP: Efficient Model Adaptation for Cooperative Perception

Paper • 2310.16870 • Published Oct 25, 2023

LaMPilot: An Open Benchmark Dataset for Autonomous Driving with Language Model Programs

Paper • 2312.04372 • Published Dec 7, 2023

haoz19 

authored 3 papers 7 months ago

Open-NeRF: Towards Open Vocabulary NeRF Decomposition

Paper • 2310.16383 • Published Oct 25, 2023 • 2

Learning Implicit Representation for Reconstructing Articulated Objects

Paper • 2401.08809 • Published Jan 16

MagicPose4D: Crafting Articulated Models with Appearance and Motion Control

Paper • 2405.14017 • Published May 22 • 3

danielz01 

authored 3 papers 9 months ago

Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression

Paper • 2403.15447 • Published Mar 18 • 16

Good at captioning, bad at counting: Benchmarking GPT-4V on Earth observation data

Paper • 2401.17600 • Published Jan 31

DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer

Paper • 2312.03724 • Published Nov 27, 2023 • 1

Glaciohound 

authored a paper over 1 year ago

LM-Infinite: Simple On-the-Fly Length Generalization for Large Language Models

Paper • 2308.16137 • Published Aug 30, 2023 • 39

danielz01 

authored a paper over 1 year ago

DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models

Paper • 2306.11698 • Published Jun 20, 2023 • 12

alphapav 

authored a paper over 1 year ago

DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models

Paper • 2306.11698 • Published Jun 20, 2023 • 12

kastan 

authored a paper over 1 year ago

Video Pre-trained Transformer: A Multimodal Mixture of Pre-trained Experts

Paper • 2304.10505 • Published Mar 24, 2023 • 1