Learn and Search: An Elegant Technique for Object Lookup using Contrastive Learning

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Kumar, Chandan, Herrera-Gerena, Jansel, Just, John, Darr, Matthew, Jannesari, Ali
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

Unsupervised learning based object detection using Contrastive Learning
di: Kumar, Chandan, et al.
Pubblicazione: (2024)

WB LUTs: Contrastive Learning for White Balancing Lookup Tables
di: Manne, Sai Kumar Reddy, et al.
Pubblicazione: (2024)

Resource-Aware Heterogeneous Federated Learning using Neural Architecture Search
di: Yu, Sixing, et al.
Pubblicazione: (2022)

MAC-Lookup: Multi-Axis Conditional Lookup Model for Underwater Image Enhancement
di: Yi, Fanghai, et al.
Pubblicazione: (2025)

MC-Stereo: Multi-peak Lookup and Cascade Search Range for Stereo Matching
di: Feng, Miaojie, et al.
Pubblicazione: (2023)

Multivariate Temporal Regression at Scale: A Three-Pillar Framework Combining ML, XAI, and NLP
di: Francis, Jiztom Kavalakkatt, et al.
Pubblicazione: (2025)

Contrastive Learning for Multi-Object Tracking with Transformers
di: De Plaen, Pierre-François, et al.
Pubblicazione: (2023)

AgenticPruner: MAC-Constrained Neural Network Compression via LLM-Driven Strategy Search
di: Esmat, Shahrzad, et al.
Pubblicazione: (2026)

LoR-LUT: Learning Compact 3D Lookup Tables via Low-Rank Residuals
di: Zhao, Ziqi, et al.
Pubblicazione: (2026)

Deep Lookup Network
di: Guo, Yulan, et al.
Pubblicazione: (2025)

Improving Object Detection via Local-global Contrastive Learning
di: Triantafyllidou, Danai, et al.
Pubblicazione: (2024)

Contrastive Learning through Auxiliary Branch for Video Object Detection
di: Rakotoarivony, Lucas
Pubblicazione: (2025)

DDA: Dimensionality Driven Augmentation Search for Contrastive Learning in Laparoscopic Surgery
di: Zhou, Yuning, et al.
Pubblicazione: (2024)

Leveraging Self-Supervised Instance Contrastive Learning for Radar Object Detection
di: Decourt, Colin, et al.
Pubblicazione: (2024)

Neural Architecture Search by Learning a Hierarchical Search Space
di: Roshtkhari, Mehraveh Javan, et al.
Pubblicazione: (2025)

Layer Consistency Matters: Elegant Latent Transition Discrepancy for Generalizable Synthetic Image Detection
di: Yang, Yawen, et al.
Pubblicazione: (2026)

Prototypical Contrastive Learning-based CLIP Fine-tuning for Object Re-identification
di: Li, Jiachen, et al.
Pubblicazione: (2023)

Self-Supervised YOLO: Leveraging Contrastive Learning for Label-Efficient Object Detection
di: Kotthapalli, Manikanta, et al.
Pubblicazione: (2025)

Revisiting Radar Camera Alignment by Contrastive Learning for 3D Object Detection
di: Kong, Linhua, et al.
Pubblicazione: (2025)

C-LEAD: Contrastive Learning for Enhanced Adversarial Defense
di: Ghosh, Suklav, et al.
Pubblicazione: (2025)

Contrastive Learning for Lane Detection via cross-similarity
di: Zoljodi, Ali, et al.
Pubblicazione: (2023)

Multi-Rationale Explainable Object Recognition via Contrastive Conditional Inference
di: Rasekh, Ali, et al.
Pubblicazione: (2025)

Collaborative Feature-Logits Contrastive Learning for Open-Set Semi-Supervised Object Detection
di: Zhong, Xinhao, et al.
Pubblicazione: (2024)

Few-shot Oriented Object Detection with Memorable Contrastive Learning in Remote Sensing Images
di: Zhou, Jiawei, et al.
Pubblicazione: (2024)

FCL-COD: Weakly Supervised Camouflaged Object Detection with Frequency-aware and Contrastive Learning
di: Ni, Jingchen, et al.
Pubblicazione: (2026)

Synthetic Data is an Elegant GIFT for Continual Vision-Language Models
di: Wu, Bin, et al.
Pubblicazione: (2025)

Deep Intra-Image Contrastive Learning for Weakly Supervised One-Step Person Search
di: Wang, Jiabei, et al.
Pubblicazione: (2023)

DLOVE: A new Security Evaluation Tool for Deep Learning Based Watermarking Techniques
di: Padhi, Sudev Kumar, et al.
Pubblicazione: (2024)

ContrastAlign: Toward Robust BEV Feature Alignment via Contrastive Learning for Multi-Modal 3D Object Detection
di: Song, Ziying, et al.
Pubblicazione: (2024)

No-reference Quality Assessment of Contrast-distorted Images using Contrast-enhanced Pseudo Reference
di: Mahmoudpour, Mohammad-Ali, et al.
Pubblicazione: (2025)

Supervised Multilabel Image Classification Using Residual Networks with Probabilistic Reasoning
di: Singh, Lokender, et al.
Pubblicazione: (2025)

Generalized Semantic Contrastive Learning via Embedding Side Information for Few-Shot Object Detection
di: Chen, Ruoyu, et al.
Pubblicazione: (2025)

Data Efficient Contrastive Learning in Histopathology using Active Sampling
di: Reasat, Tahsin, et al.
Pubblicazione: (2023)

X-maps: Direct Depth Lookup for Event-based Structured Light Systems
di: Morgenstern, Wieland, et al.
Pubblicazione: (2024)

Tuned Contrastive Learning
di: Animesh, Chaitanya, et al.
Pubblicazione: (2023)

Improved Object-Centric Diffusion Learning with Registers and Contrastive Alignment
di: Nguyen, Bac, et al.
Pubblicazione: (2026)

Supervised and Contrastive Self-Supervised In-Domain Representation Learning for Dense Prediction Problems in Remote Sensing
di: Ghanbarzade, Ali, et al.
Pubblicazione: (2023)

ExCap3D: Expressive 3D Scene Understanding via Object Captioning with Varying Detail
di: Yeshwanth, Chandan, et al.
Pubblicazione: (2025)

Supervised Contrastive Learning for Ordinal Engagement Measurement
di: Safa, Sadaf, et al.
Pubblicazione: (2025)

Learning Object State Changes in Videos: An Open-World Perspective
di: Xue, Zihui, et al.
Pubblicazione: (2023)