Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination

5 May 2018

Papers citing "Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination"

50 / 2,002 papers shown

Video Diffusion Models Excel at Tracking Similar-Looking Objects Without Supervision

230

02 Dec 2025

CLEF: Clinically-Guided Contrastive Learning for Electrocardiogram Foundation Models

01 Dec 2025

FANoise: Singular Value-Adaptive Noise Modulation for Robust Multimodal Representation Learning

652

26 Nov 2025

History-Augmented Contrastive Learning With Soft Mixture of Experts for Blind Super-Resolution of Planetary Remote Sensing Images

132

25 Nov 2025

Robust Multimodal Sentiment Analysis of Image-Text Pairs by Distribution-Based Feature Recovery and FusionACM Multimedia (MM), 2024

Daiqing Wu

Dongbao Yang

Can Ma

237

24 Nov 2025

DSeq-JEPA: Discriminative Sequential Joint-Embedding Predictive Architecture

310

21 Nov 2025

CroPS: Improving Dense Retrieval with Cross-Perspective Positive Samples in Short-Video Search

19 Nov 2025

PCA++: How Uniformity Induces Robustness to Background Noise in Contrastive Learning

Mingqi Wu

Qiang Sun

Yi Yang

15 Nov 2025

DI3CL: Contrastive Learning With Dynamic Instances and Contour Consistency for SAR Land-Cover Classification Foundation Model

156

11 Nov 2025

SiamMM: A Mixture Model Perspective on Deep Unsupervised Learning

442

07 Nov 2025

Learning with less: label-efficient land cover classification at very high spatial resolution using self-supervised deep learning

361

04 Nov 2025

Dynamic Reflections: Probing Video Representations with Text Alignment

249

04 Nov 2025

Learning Without Augmenting: Unsupervised Time Series Representation Learning via Frame Projections

B. U. Demirel

Christian Holz

AI4TS SSL

264

26 Oct 2025

A Unified Framework for Zero-Shot Reinforcement Learning

23 Oct 2025

Exploring Structural Degradation in Dense Representations for Self-supervised Learning

161

20 Oct 2025

On the Provable Importance of Gradients for Language-Assisted Image Clustering

143

18 Oct 2025

Source-Free Object Detection with Detection TransformerIEEE Transactions on Image Processing (IEEE TIP), 2025

13 Oct 2025

Understanding Self-supervised Contrastive Learning through Supervised Objectives

Byeongchan Lee

SSL

208

12 Oct 2025

RASALoRE: Region Aware Spatial Attention with Location-based Random Embeddings for Weakly Supervised Anomaly Detection in Brain MRI Scans

Bheeshm Sharma

Karthikeyan Jaganathan

Balamurugan Palaniappan

136

09 Oct 2025

Task-Level Contrastiveness for Cross-Domain Few-Shot Learning

Kristi Topollai

A. Choromańska

128

03 Oct 2025

Contrastive Learning for Correlating Network Incidents

Jeremias Dötterl

SSL

100

29 Sep 2025

GenView++: Unifying Adaptive View Generation and Quality-Driven Supervision for Contrastive Representation Learning

152

28 Sep 2025

Enriching Knowledge Distillation with Intra-Class Contrastive Learning

136

26 Sep 2025

MoTiC: Momentum Tightness and Contrast for Few-Shot Class-Incremental Learning

118

24 Sep 2025

Enhancing Semantic Segmentation with Continual Self-Supervised Pre-training

133

22 Sep 2025

Latent Zoning Network: A Unified Principle for Generative Modeling, Representation Learning, and Classification

241

19 Sep 2025

Contrastive Learning with Spectrum Information Augmentation in Abnormal Sound Detection

19 Sep 2025

Contrastive Learning with Enhanced Abstract Representations using Grouped Loss of Abstract Semantic Supervision

208

16 Sep 2025

Beyond Instance Consistency: Investigating View Diversity in Self-supervised Learning

171

14 Sep 2025

Semantic Concentration for Self-Supervised Dense Representations LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025

172

11 Sep 2025

Patch-Level Kernel Alignment for Dense Self-Supervised Learning

259

06 Sep 2025

DUDE: Diffusion-Based Unsupervised Cross-Domain Image Retrieval

04 Sep 2025

Improving Perceptual Audio Aesthetic Assessment via Triplet Loss and Self-Supervised Embeddings

Dyah A. M. G. Wisnu

Ryandhimas E. Zezario

Stefano Rini

H. Wang

Yu Tsao

03 Sep 2025

Unsupervised Video Continual Learning via Non-Parametric Deep Embedded Clustering

Nattapong Kurpukdee

Adrian G. Bors

148

29 Aug 2025

Generalizable Object Re-Identification via Visual In-Context Prompting

Zhizhong Huang

Xiaoming Liu

28 Aug 2025

Representation Learning with Adaptive Superpixel Coding

128

21 Aug 2025

NeMo: A Neuron-Level Modularizing-While-Training Approach for Decomposing DNN Models

141

15 Aug 2025

Unsupervised Stereo via Multi-Baseline Geometry-Consistent Self-Training

178

14 Aug 2025

Decoupled Contrastive Learning for Federated Learning

153

06 Aug 2025

DRKF: Decoupled Representations with Knowledge Fusion for Multimodal Emotion Recognition

104

03 Aug 2025

MoGaFace: Momentum-Guided and Texture-Aware Gaussian Avatars for Consistent Facial Geometry

158

02 Aug 2025

SPENCER: Self-Adaptive Model Distillation for Efficient Code RetrievalACM Transactions on Software Engineering and Methodology (TOSEM), 2025

148

01 Aug 2025

HOG-CNN: Integrating Histogram of Oriented Gradients with Convolutional Neural Networks for Retinal Image Classification

Faisal Ahmed

123

29 Jul 2025

TESPEC: Temporally-Enhanced Self-Supervised Pretraining for Event Cameras

148

29 Jul 2025

A mini-batch training strategy for deep subspace clustering networks

201

26 Jul 2025

Advancing Wildfire Risk Prediction via Morphology-Aware Curriculum Contrastive Learning

128

23 Jul 2025

MeMo: Attentional Momentum for Real-time Audio-visual Speaker Extraction under Impaired Visual Conditions

117

21 Jul 2025

Skill Learning via Policy Diversity Yields Identifiable Representations for Reinforcement Learning

186

19 Jul 2025

LEAD: Exploring Logit Space Evolution for Model SelectionComputer Vision and Pattern Recognition (CVPR), 2024

175

19 Jul 2025

Franca: Nested Matryoshka Clustering for Scalable Visual Representation Learning

Shashanka Venkataramanan

235

18 Jul 2025