Research

Papers for “imagenet”

Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.

Title	Authors	Year	Source
DiffFit: Unlocking Transferability of Large Diffusion Models via Simple Parameter-Efficient Fine-Tuning	Enze Xie, Lewei Yao, Han Shi	2023	arxiv 2304.06648
DiT: Efficient Vision Transformers with Dynamic Token Routing	Yuchen Ma, Zhengcong Fei, Junshi Huang	2023	arxiv 2308.03409
Classification robustness to common optical aberrations	Patrick Müller, Alexander Braun, Margret Keuper	2023	arxiv 2308.15499
OrthoNets: Orthogonal Channel Attention Networks	Hadi Salman, Caleb Parks, Matthew Swan	2023	arxiv 2311.03071
ProtoCLIP: Prototypical Contrastive Language Image Pretraining	Delong Chen, Zhao Wu, Fan Liu	2022	arxiv 2206.10996
Dataset Distillation via Adversarial Prediction Matching	Mingyang Chen, Bo Huang, Junda Lu	2023	arxiv 2312.08912
Can deep learning help you find the perfect match?	Harm de Vries, Jason Yosinski	2015	arxiv 1505.00359
Tinkering Under the Hood: Interactive Zero-Shot Learning with Net Surgery	Vivek Krishnan, Deva Ramanan	2016	arxiv 1612.04901
PowerAI DDL	Minsik Cho, Ulrich Finkler, Sameer Kumar	2017	arxiv 1708.02188
Rethinking Training from Scratch for Object Detection	Yang Li, Hong Zhang, Yu Zhang	2021	arxiv 2106.03112
Semantic Positive Pairs for Enhancing Visual Representation Learning of Instance Discrimination Methods	Mohammad Alkhalefi, Georgios Leontidis, Mingjun Zhong	2023	arxiv 2306.16122
REAL: Representation Enhanced Analytic Learning for Exemplar-free Class-incremental Learning	Run He, Di Fang, Yizhu Chen	2024	arxiv 2403.13522
Flow Map Distillation Without Data	Shangyuan Tong, Nanye Ma, Saining Xie	2025	arxiv 2511.19428
Parameter Reduction Improves Vision Transformers: A Comparative Study of Sharing and Width Reduction	Anantha Padmanaban Krishna Kumar	2025	arxiv 2512.01059
Rethinking Decoupled Knowledge Distillation: A Predictive Distribution Perspective	Bowen Zheng, Ran Cheng	2025	arxiv 2512.04625
DANDI: Diffusion as Normative Distribution for Deep Neural Network Input	Somin Kim, Shin Yoo	2025	arxiv 2502.02910
FLIQS: One-Shot Mixed-Precision Floating-Point and Integer Quantization Search	Jordan Dotzel, Gang Wu, Andrew Li	2023	arxiv 2308.03290
KoALA: KL-L0 Adversarial Detector via Label Agreement	Siqi Li, Yasser Shoukry	2025	arxiv 2510.12752
ZOTTA: Test-Time Adaptation with Gradient-Free Zeroth-Order Optimization	Ronghao Zhang, Shuaicheng Niu, Qi Deng	2026	arxiv 2603.14254
Routing without Forgetting	Alessio Masano, Giovanni Bellitto, Dipam Goswani	2026	arxiv 2603.09576

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