DeepanChakravarthiPadmanabhan / dext
Toolkit for explaining the detections of an object detector
☆14Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for dext
- codes for paper "Interpretability-Aware Vision Transformer"☆22Updated last year
- Stochastic-YOLO: Efficient Probabilistic Object Detection under Dataset Shifts☆16Updated 4 years ago
- Detection and Retrieval of Out-of-Distribution Objects in Semantic Segmentation☆30Updated last year
- Code accompanying our NeurIPS 2020 traffic4cast challenge☆13Updated 3 years ago
- ☆34Updated 2 years ago
- STEEX: Steering Counterfactual Explanations with Semantics☆18Updated last year
- The official repository for "Intermediate Layers Matter in Momentum Contrastive Self Supervised Learning" paper.☆40Updated 2 years ago
- ☆33Updated 2 years ago
- Foundation models & LLMs☆31Updated 2 months ago
- ESL: Entropy-guided Self-supervised Learning for Domain Adaptation in Semantic Segmentation☆19Updated 2 years ago
- Anytime Learning At Macroscale☆9Updated 2 years ago
- Comparing four automatic image augmentation techniques in PyTorch: AutoAugment, RandAugment, AugMix, and TrivialAugment☆27Updated last year
- Github code for the paper Maximum Class Separation as Inductive Bias in One Matrix. Arxiv link: https://arxiv.org/abs/2206.08704☆27Updated last year
- PyTorch implementation of Metric-Guided Prototype Learning for hierarchical classification.☆26Updated 3 years ago
- Code for "Training, Architecture, and Prior for Deterministic Uncertainty Methods" ICLR 2023 Workshop on Trustworthy ML☆11Updated last year
- Incremental Learning with Adaptive Resonance Theory (ART) & Developmental Resonance networks☆13Updated 4 years ago
- An education step by step implementation of SimCLR that accompanies the blogpost☆31Updated 2 years ago
- The repository contains the code and notebooks for the tutorials on how to extract embedding features from pictures using the ResNext mod…☆15Updated 3 years ago
- Latent Discriminant deterministic Uncertainty [ECCV2022]☆39Updated 2 years ago
- ☆35Updated last year
- Collection of snippets for PyTorch users☆26Updated 2 years ago
- Code for "Estimating and Evaluating Regression Predictive Uncertainty in Deep Object Detectors." (ICLR 2021)☆65Updated 3 years ago
- ☆25Updated 2 years ago
- divyakraman / BoMuDA-Boundless-Multi-Source-Domain-Adaptive-Segmentation-in-Unstructured-EnvironmentsCodebase for the paper 'BoMuDA: Boundless Multi-Source Domain Adaptive Segmentation in Unstructured Environments'☆16Updated 3 years ago
- Uncertainty estimation for anchor-based deep object detectors.☆38Updated 3 years ago
- ☆42Updated 4 years ago
- Official code for the paper "Why Do Self-Supervised Models Transfer? Investigating the Impact of Invariance on Downstream Tasks".☆16Updated 2 years ago
- ☆14Updated last year
- AIMS 2020, class on Visual Recognition☆23Updated 4 years ago