A curated list of awesome knowledge distillation papers and codes for object detection.
☆170Jul 1, 2025Updated 10 months ago
Alternatives and similar repositories for awesome-knowledge-distillation-for-object-detection
Users that are interested in awesome-knowledge-distillation-for-object-detection are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- HEtero-Assists Distillation for Heterogeneous Object Detectors☆10Jul 3, 2023Updated 2 years ago
- [ICLR 2025] PseDet: Revisiting the Power of Pseudo Label in Incremental Object Detection☆23Sep 16, 2025Updated 7 months ago
- Localization Distillation for Object Detection (CVPR 2022, TPAMI 2023)☆391Oct 24, 2024Updated last year
- CrossKD: Cross-Head Knowledge Distillation for Dense Object Detection☆198Sep 24, 2023Updated 2 years ago
- Awesome Knowledge-Distillation for CV☆94Apr 30, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [ICCV2023] DETRDistill: A Universal Knowledge Distillation Framework for DETR-families☆66Nov 3, 2023Updated 2 years ago
- Focal and Global Knowledge Distillation for Detectors (CVPR 2022)☆386Sep 19, 2022Updated 3 years ago
- The official implementation of ICLR2021 paper "Improve Object Detection with Feature-based Knowledge Distillation: Towards Accurate and E…☆63Jun 16, 2021Updated 4 years ago
- [ECCV 2022] Prediction-Guided Distillation for Dense Object Detection☆62Oct 31, 2022Updated 3 years ago
- implementation of Distilling Object Detectors with Fine-grained Feature Imitation on yolov5☆139Nov 10, 2023Updated 2 years ago
- Overcoming Catastrophic Forgetting in Incremental Object Detection via Elastic Response Distillation☆103Oct 14, 2024Updated last year
- PyTorch implementation of "Continual Detection Transformer for Incremental Object Detection" (CVPR 2023)☆110Jan 26, 2025Updated last year
- ☆114Apr 21, 2021Updated 5 years ago
- Distillation for faster rcnn in classification,regression,feature level,feature level +mask☆28Apr 1, 2021Updated 5 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Official Implementation of Bridging Cross-task Protocol Inconsistency for Distillation in Dense Object Detection☆51Oct 7, 2023Updated 2 years ago
- classifier guidance rescale for class-conditional image generation☆45Dec 18, 2022Updated 3 years ago
- [NIPS2023] This is an official implementation of paper "DAC-DETR: Divide the Attention Layers and Conquer".☆65Jun 26, 2024Updated last year
- Awesome paper for multi-modal llm with grounding ability☆20Oct 11, 2025Updated 6 months ago
- GAIIC2024无人机视角下的双光目标检测 - Rank6 解决方案☆12Jun 17, 2024Updated last year
- [ECCV2024 Oral] Official implementation of the paper "Relation DETR: Exploring Explicit Position Relation Prior for Object Detection"☆257Nov 24, 2024Updated last year
- MMPD Dataset from ECCV'2024 "When Pedestrian Detection Meets Multi-Modal Learning: Generalist Model and Benchmark Dataset"☆21Jul 15, 2024Updated last year
- 'NKD and USKD' (ICCV 2023) and 'ViTKD' (CVPRW 2024)☆247Oct 10, 2023Updated 2 years ago
- [ICCV 2023] Group DETR: Fast DETR Training with Group-Wise One-to-Many Assignment☆44Jul 20, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Object-Aware Distillation Pyramid for Open-Vocabulary Object Detection☆64Jan 6, 2026Updated 4 months ago
- Official implementation of paper "Masked Distillation with Receptive Tokens", ICLR 2023.☆71Apr 14, 2023Updated 3 years ago
- 算法原理讲解及Python实现☆12Nov 2, 2021Updated 4 years ago
- yolov5 knowledge distilling☆27Feb 22, 2023Updated 3 years ago
- YOLOv8 Knowledge Distillation☆10Dec 28, 2024Updated last year
- (CVPR2022) Official PyTorch Implementation of KDEP. Knowledge Distillation as Efficient Pre-training: Faster Convergence, Higher Data-eff…☆60Jul 21, 2022Updated 3 years ago
- The official implementation of "MoCaE: Mixture of Calibrated Experts Significantly Improves Accuracy in Object Detection"☆46Mar 25, 2025Updated last year
- A curated list of papers, datasets and resources pertaining to open vocabulary object detection.☆416May 13, 2025Updated 11 months ago
- Implementation of CVPR 2019 paper: Distilling Object Detectors with Fine-grained Feature Imitation☆421Jul 15, 2021Updated 4 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆125Jul 17, 2023Updated 2 years ago
- OpenMMLab Model Compression Toolbox and Benchmark.☆1,668Jun 11, 2024Updated last year
- ☆58Apr 10, 2022Updated 4 years ago
- Repo for the final project of EECS-545.☆10Dec 18, 2017Updated 8 years ago
- ☆14Jun 27, 2023Updated 2 years ago
- Official Repo of DiGeo for Generalized Few-Shot Object Detection(CVPR'23)☆57Mar 21, 2023Updated 3 years ago
- This repository is an official implementation of the ICCV 2021 paper "Conditional DETR for Fast Training Convergence". (https://arxiv.org…☆402May 22, 2023Updated 2 years ago