Multimodal Large Language Models

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tennant 

authored 2 papers 8 months ago

The Automated LLM Speedrunning Benchmark: Reproducing NanoGPT Improvements

Paper • 2506.22419 • Published Jun 27, 2025 • 15

GPT-IMAGE-EDIT-1.5M: A Million-Scale, GPT-Generated Image Dataset

Paper • 2507.21033 • Published Jul 28, 2025 • 23

tennant 

authored 2 papers 11 months ago

Oasis: One Image is All You Need for Multimodal Instruction Data Synthesis

Paper • 2503.08741 • Published Mar 11, 2025 • 1

$\texttt{Complex-Edit}$: CoT-Like Instruction Generation for Complexity-Controllable Image Editing Benchmark

Paper • 2504.13143 • Published Apr 17, 2025 • 7

tennant 

authored 4 papers about 1 year ago

"Principal Components" Enable A New Language of Images

Paper • 2503.08685 • Published Mar 11, 2025 • 12

A Data-Centric Revisit of Pre-Trained Vision Models for Robot Learning

Paper • 2503.06960 • Published Mar 10, 2025 • 3

Libra-Leaderboard: Towards Responsible AI through a Balanced Leaderboard of Safety and Capability

Paper • 2412.18551 • Published Dec 24, 2024

Humanity's Last Exam

Paper • 2501.14249 • Published Jan 24, 2025 • 77

tennant 

authored 12 papers over 1 year ago

Generalization Beyond Data Imbalance: A Controlled Study on CLIP for Transferable Insights

Paper • 2405.21070 • Published May 31, 2024

CLIPS: An Enhanced CLIP Framework for Learning with Synthetic Captions

Paper • 2411.16828 • Published Nov 25, 2024 • 1

A Preliminary Study of o1 in Medicine: Are We Closer to an AI Doctor?

Paper • 2409.15277 • Published Sep 23, 2024 • 38

Parametric Classification for Generalized Category Discovery: A Baseline Study

Paper • 2211.11727 • Published Nov 21, 2022 • 1

Learning Semi-supervised Gaussian Mixture Models for Generalized Category Discovery

Paper • 2305.06144 • Published May 10, 2023 • 1

Improving Contrastive Learning by Visualizing Feature Transformation

Paper • 2108.02982 • Published Aug 6, 2021

Self-Supervised Visual Representation Learning with Semantic Grouping

Paper • 2205.15288 • Published May 30, 2022

How Many Unicorns Are in This Image? A Safety Evaluation Benchmark for Vision LLMs

Paper • 2311.16101 • Published Nov 27, 2023 • 1

Tuning LayerNorm in Attention: Towards Efficient Multi-Modal LLM Finetuning

Paper • 2312.11420 • Published Dec 18, 2023 • 2

Compress & Align: Curating Image-Text Data with Human Knowledge

Paper • 2312.06726 • Published Dec 11, 2023

Eagle and Finch: RWKV with Matrix-Valued States and Dynamic Recurrence

Paper • 2404.05892 • Published Apr 8, 2024 • 40

HQ-Edit: A High-Quality Dataset for Instruction-based Image Editing

Paper • 2404.09990 • Published Apr 15, 2024 • 14