Copertina

Distilling Local Texture Features for Colorectal Tissue Classification in Low Data Regimes

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Demidov, Dmitry, Majzoub, Roba Al, Kumar, Amandeep, Khan, Fahad
Natura:	Preprint
Pubblicazione:	2024
Soggetti:	Computer Vision and Pattern Recognition
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Extract More from Less: Efficient Fine-Grained Visual Recognition in Low-Data Regimes
di: Demidov, Dmitry, et al.
Pubblicazione: (2024)

How Good is my Histopathology Vision-Language Foundation Model? A Holistic Benchmark
di: Majzoub, Roba Al, et al.
Pubblicazione: (2025)

Vocabulary-free Fine-grained Visual Recognition via Enriched Contextually Grounded Vision-Language Model
di: Demidov, Dmitry, et al.
Pubblicazione: (2025)

Salient Mask-Guided Vision Transformer for Fine-Grained Classification
di: Demidov, Dmitry, et al.
Pubblicazione: (2023)

Beyond Simple Edits: Composed Video Retrieval with Dense Modifications
di: Thawakar, Omkar, et al.
Pubblicazione: (2025)

Unifying Local and Global Multimodal Features for Place Recognition in Aliased and Low-Texture Environments
di: García-Hernández, Alberto, et al.
Pubblicazione: (2024)

Cross-Modal Self-Training: Aligning Images and Pointclouds to Learn Classification without Labels
di: Dharmasiri, Amaya, et al.
Pubblicazione: (2024)

Grey Level Texture Features for Segmentation of Chromogenic Dye RNAscope From Breast Cancer Tissue
di: Davidson, Andrew, et al.
Pubblicazione: (2024)

Interpretable Zero-Shot Learning with Locally-Aligned Vision-Language Model
di: Chen, Shiming, et al.
Pubblicazione: (2025)

CoVR-R:Reason-Aware Composed Video Retrieval
di: Thawakar, Omkar, et al.
Pubblicazione: (2026)

ALMRR: Anomaly Localization Mamba on Industrial Textured Surface with Feature Reconstruction and Refinement
di: Qu, Shichen, et al.
Pubblicazione: (2024)

CasTex: Cascaded Text-to-Texture Synthesis via Explicit Texture Maps and Physically-Based Shading
di: Aliev, Mishan, et al.
Pubblicazione: (2025)

Thinking Beyond Labels: Vocabulary-Free Fine-Grained Recognition using Reasoning-Augmented LMMs
di: Demidov, Dmitry, et al.
Pubblicazione: (2025)

ELGC-Net: Efficient Local-Global Context Aggregation for Remote Sensing Change Detection
di: Noman, Mubashir, et al.
Pubblicazione: (2024)

MorphDistill: Distilling Unified Morphological Knowledge from Pathology Foundation Models for Colorectal Cancer Survival Prediction
di: Khan, Hikmat, et al.
Pubblicazione: (2026)

TransResNet: Integrating the Strengths of ViTs and CNNs for High Resolution Medical Image Segmentation via Feature Grafting
di: Sharif, Muhammad Hamza, et al.
Pubblicazione: (2024)

GenQ: Quantization in Low Data Regimes with Generative Synthetic Data
di: Li, Yuhang, et al.
Pubblicazione: (2023)

Structural and Statistical Texture Knowledge Distillation for Semantic Segmentation
di: Ji, Deyi, et al.
Pubblicazione: (2023)

Structural and Statistical Texture Knowledge Distillation and Learning for Segmentation
di: Ji, Deyi, et al.
Pubblicazione: (2025)

Texture-guided Coding for Deep Features
di: Xiong, Lei, et al.
Pubblicazione: (2024)

Enhancing Classification of Streaming Data with Image Distillation
di: Khatib, Rwad, et al.
Pubblicazione: (2025)

Few-Shot Classification and Anatomical Localization of Tissues in SPECT Imaging
di: Khan, Mohammed Abdul Hafeez, et al.
Pubblicazione: (2025)

Open-Vocabulary Temporal Action Localization using Multimodal Guidance
di: Gupta, Akshita, et al.
Pubblicazione: (2024)

GTFMN: Guided Texture and Feature Modulation Network for Low-Light Image Enhancement and Super-Resolution
di: Huang, Yongsong, et al.
Pubblicazione: (2026)

Contour Refinement using Discrete Diffusion in Low Data Regime
di: Guan, Fei Yu, et al.
Pubblicazione: (2026)

Multi-modal Generation via Cross-Modal In-Context Learning
di: Kumar, Amandeep, et al.
Pubblicazione: (2024)

Blind Localization and Clustering of Anomalies in Textures
di: Ardelean, Andrei-Timotei, et al.
Pubblicazione: (2024)

Defending Deepfake via Texture Feature Perturbation
di: Zhang, Xiao, et al.
Pubblicazione: (2025)

Vision Mamba Distillation for Low-resolution Fine-grained Image Classification
di: Chen, Yao, et al.
Pubblicazione: (2024)

Learning on the Manifold: Unlocking Standard Diffusion Transformers with Representation Encoders
di: Kumar, Amandeep, et al.
Pubblicazione: (2026)

Chaotic Contrastive Learning for Robust Texture Classification
di: Florindo, Joao B
Pubblicazione: (2026)

Vision Backbone Efficient Selection for Image Classification in Low-Data Regimes
di: Guerin, Joris, et al.
Pubblicazione: (2024)

Robust-LLaVA: On the Effectiveness of Large-Scale Robust Image Encoders for Multi-modal Large Language Models
di: Malik, Hashmat Shadab, et al.
Pubblicazione: (2025)

Shape Classification using Approximately Convex Segment Features
di: Ray, Bimal Kumar
Pubblicazione: (2026)

Example-Based Feature Painting on Textures
di: Ardelean, Andrei-Timotei, et al.
Pubblicazione: (2025)

VideoGPT+: Integrating Image and Video Encoders for Enhanced Video Understanding
di: Maaz, Muhammad, et al.
Pubblicazione: (2024)

Towards Evaluating the Robustness of Visual State Space Models
di: Malik, Hashmat Shadab, et al.
Pubblicazione: (2024)

Temporal Feature Weaving for Neonatal Echocardiographic Viewpoint Video Classification
di: French, Satchel, et al.
Pubblicazione: (2025)

K-Syn: K-space Data Synthesis in Ultra Low-data Regimes
di: Yu, Guan, et al.
Pubblicazione: (2025)

Texture Classification Network Integrating Adaptive Wavelet Transform
di: Yu, Su-Xi, et al.
Pubblicazione: (2024)