Machine Learning and Vision Lab at Korea University

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hkimcvml 

authored 18 papers 8 months ago

Large Language Models are Temporal and Causal Reasoners for Video Question Answering

Paper • 2310.15747 • Published Oct 24, 2023 • 1

HOTR: End-to-End Human-Object Interaction Detection with Transformers

Paper • 2104.13682 • Published Apr 28, 2021

DDMI: Domain-Agnostic Latent Diffusion Models for Synthesizing High-Quality Implicit Neural Representations

Paper • 2401.12517 • Published Jan 23, 2024 • 1

Open-vocabulary Video Question Answering: A New Benchmark for Evaluating the Generalizability of Video Question Answering Models

Paper • 2308.09363 • Published Aug 18, 2023

Distribution-Aware Prompt Tuning for Vision-Language Models

Paper • 2309.03406 • Published Sep 6, 2023 • 1

Semantic-Aware Implicit Template Learning via Part Deformation Consistency

Paper • 2308.11916 • Published Aug 23, 2023

Read-only Prompt Optimization for Vision-Language Few-shot Learning

Paper • 2308.14960 • Published Aug 29, 2023 • 3

Consistency Learning via Decoding Path Augmentation for Transformers in Human Object Interaction Detection

Paper • 2204.04836 • Published Apr 11, 2022

Multi-criteria Token Fusion with One-step-ahead Attention for Efficient Vision Transformers

Paper • 2403.10030 • Published Mar 15, 2024 • 1

vid-TLDR: Training Free Token merging for Light-weight Video Transformer

Paper • 2403.13347 • Published Mar 20, 2024 • 1

Robust Camera Pose Refinement for Multi-Resolution Hash Encoding

Paper • 2302.01571 • Published Feb 3, 2023

LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding

Paper • 2410.17434 • Published Oct 22, 2024 • 27

Constant Acceleration Flow

Paper • 2411.00322 • Published Nov 1, 2024 • 24

Diffusion Prior-Based Amortized Variational Inference for Noisy Inverse Problems

Paper • 2407.16125 • Published Jul 23, 2024

LLaMo: Large Language Model-based Molecular Graph Assistant

Paper • 2411.00871 • Published Oct 31, 2024 • 22

EfficientViM: Efficient Vision Mamba with Hidden State Mixer based State Space Duality

Paper • 2411.15241 • Published Nov 22, 2024 • 7

ST-VLM: Kinematic Instruction Tuning for Spatio-Temporal Reasoning in Vision-Language Models

Paper • 2503.19355 • Published Mar 25, 2025 • 2

DeepVideo-R1: Video Reinforcement Fine-Tuning via Difficulty-aware Regressive GRPO

Paper • 2506.07464 • Published Jun 9, 2025 • 14

SanghyeokLee 

authored a paper about 1 year ago

EfficientViM: Efficient Vision Mamba with Hidden State Mixer based State Space Duality

Paper • 2411.15241 • Published Nov 22, 2024 • 7

SanghyeokLee 

authored a paper almost 2 years ago

Multi-criteria Token Fusion with One-step-ahead Attention for Efficient Vision Transformers

Paper • 2403.10030 • Published Mar 15, 2024 • 1