Dongyoon Han

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authored 20 papers 1 day ago

Learning with Unmasked Tokens Drives Stronger Vision Learners

Paper • 2310.13593 • Published Oct 20, 2023

Deep Pyramidal Residual Networks

Paper • 1610.02915 • Published Oct 10, 2016 • 1

Learning Features with Parameter-Free Layers

Paper • 2202.02777 • Published Feb 6, 2022

NegMerge: Sign-Consensual Weight Merging for Machine Unlearning

Paper • 2410.05583 • Published Oct 8, 2024

Match me if you can: Semi-Supervised Semantic Correspondence Learning with Unpaired Images

Paper • 2311.18540 • Published Nov 30, 2023

Switching Temporary Teachers for Semi-Supervised Semantic Segmentation

Paper • 2310.18640 • Published Oct 28, 2023

Similarity of Neural Architectures using Adversarial Attack Transferability

Paper • 2210.11407 • Published Oct 20, 2022

The Devil is in the Points: Weakly Semi-Supervised Instance Segmentation via Point-Guided Mask Representation

Paper • 2303.15062 • Published Mar 27, 2023

Time Is MattEr: Temporal Self-supervision for Video Transformers

Paper • 2207.09067 • Published Jul 19, 2022

Demystifying the Neural Tangent Kernel from a Practical Perspective: Can it be trusted for Neural Architecture Search without training?

Paper • 2203.14577 • Published Mar 28, 2022

Contrastive Vicinal Space for Unsupervised Domain Adaptation

Paper • 2111.13353 • Published Nov 26, 2021

When Test-Time Adaptation Meets Self-Supervised Models

Paper • 2506.23529 • Published 12 days ago

Diffusion Meets Few-shot Class Incremental Learning

Paper • 2503.23402 • Published Mar 30

DNNs May Determine Major Properties of Their Outputs Early, with Timing Possibly Driven by Bias

Paper • 2502.08167 • Published Feb 12

Masking meets Supervision: A Strong Learning Alliance

Paper • 2306.11339 • Published Jun 20, 2023

Frequency Selective Augmentation for Video Representation Learning

Paper • 2204.03865 • Published Apr 8, 2022

GeNAS: Neural Architecture Search with Better Generalization

Paper • 2305.08611 • Published May 15, 2023

Gramian Attention Heads are Strong yet Efficient Vision Learners

Paper • 2310.16483 • Published Oct 25, 2023

Can We Find Strong Lottery Tickets in Generative Models?

Paper • 2212.08311 • Published Dec 16, 2022

EXTD: Extremely Tiny Face Detector via Iterative Filter Reuse

Paper • 1906.06579 • Published Jun 15, 2019