Pennsylvania State University

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AI & ML interests

Image classification

Papers

Generalizing Test-time Compute-optimal Scaling as an Optimizable Graph

Batch Speculative Decoding Done Right

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cmhcbb

authored a paper 3 months ago

ReSum: Unlocking Long-Horizon Search Intelligence via Context Summarization

Paper • 2509.13313 • Published Sep 16 • 79

ryokamoi

authored a paper 7 months ago

Training Step-Level Reasoning Verifiers with Formal Verification Tools

Paper • 2505.15960 • Published May 21 • 7

aashananth

authored 3 papers 9 months ago

CORDIAL: Can Multimodal Large Language Models Effectively Understand Coherence Relationships?

Paper • 2502.11300 • Published Feb 16

From Intentions to Techniques: A Comprehensive Taxonomy and Challenges in Text Watermarking for Large Language Models

Paper • 2406.11106 • Published Jun 17, 2024

RONA: Pragmatically Diverse Image Captioning with Coherence Relations

Paper • 2503.10997 • Published Mar 14 • 1

cmhcbb

authored 9 papers 10 months ago

Concurrent Adversarial Learning for Large-Batch Training

Paper • 2106.00221 • Published Jun 1, 2021 • 1

Rethinking Architecture Selection in Differentiable NAS

Paper • 2108.04392 • Published Aug 10, 2021

Sparse MeZO: Less Parameters for Better Performance in Zeroth-Order LLM Fine-Tuning

Paper • 2402.15751 • Published Feb 24, 2024

MOSSBench: Is Your Multimodal Language Model Oversensitive to Safe Queries?

Paper • 2406.17806 • Published Jun 22, 2024 • 1

One Prompt is not Enough: Automated Construction of a Mixture-of-Expert Prompts

Paper • 2407.00256 • Published Jun 28, 2024 • 1

Understanding the Impact of Negative Prompts: When and How Do They Take Effect?

Paper • 2406.02965 • Published Jun 5, 2024

MuLan: Multimodal-LLM Agent for Progressive and Interactive Multi-Object Diffusion

Paper • 2402.12741 • Published Feb 20, 2024

LaRA: Benchmarking Retrieval-Augmented Generation and Long-Context LLMs -- No Silver Bullet for LC or RAG Routing

Paper • 2502.09977 • Published Feb 14 • 1

R1-Zero's "Aha Moment" in Visual Reasoning on a 2B Non-SFT Model

Paper • 2503.05132 • Published Mar 7 • 57

ryokamoi

authored 2 papers about 1 year ago

GReaTer: Gradients over Reasoning Makes Smaller Language Models Strong Prompt Optimizers

Paper • 2412.09722 • Published Dec 12, 2024 • 5

VisOnlyQA: Large Vision Language Models Still Struggle with Visual Perception of Geometric Information

Paper • 2412.00947 • Published Dec 1, 2024 • 8

devdharpatel

authored a paper about 1 year ago

Optimizing Attention and Cognitive Control Costs Using Temporally-Layered Architectures

Paper • 2305.18701 • Published May 30, 2023 • 2

ryokamoi

authored a paper about 1 year ago

AAAR-1.0: Assessing AI's Potential to Assist Research

Paper • 2410.22394 • Published Oct 29, 2024 • 16

devdharpatel

authored a paper about 1 year ago

Overcoming Slow Decision Frequencies in Continuous Control: Model-Based Sequence Reinforcement Learning for Model-Free Control

Paper • 2410.08979 • Published Oct 11, 2024 • 1

SeaBoone72

updated a Space over 1 year ago

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