:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Santamaria, Julian D., Isaza, Claudia, Giraldo, Jhony H.
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition Machine Learning
Online Access:	https://arxiv.org/abs/2412.10624
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

WildIng: A Wildlife Image Invariant Representation Model for Geographical Domain Shift
by: Santamaria, Julian D., et al.
Published: (2026)

Improving Generalization Performance of YOLOv8 for Camera Trap Object Detection
by: Subedi, Aroj
Published: (2024)

Denoising Diffusion Probabilistic Model for Point Cloud Compression at Low Bit-Rates
by: Spadaro, Gabriele, et al.
Published: (2025)

GABIC: Graph-based Attention Block for Image Compression
by: Spadaro, Gabriele, et al.
Published: (2024)

GreenCrossingAI: A Camera Trap/Computer Vision Pipeline for Environmental Science Research Groups
by: Boscoe, Bernie, et al.
Published: (2025)

Self-supervised Learning on Camera Trap Footage Yields a Strong Universal Face Embedder
by: Iashin, Vladimir, et al.
Published: (2025)

OVOSE: Open-Vocabulary Semantic Segmentation in Event-Based Cameras
by: Rahman, Muhammad Rameez Ur, et al.
Published: (2024)

ContrastCAD: Contrastive Learning-based Representation Learning for Computer-Aided Design Models
by: Jung, Minseop, et al.
Published: (2024)

Ultrasound Vision-Language Alignment via Contrastive Learning
by: Lyu, Zhuoyang, et al.
Published: (2026)

Machine Learning Detection of Road Surface Conditions: A Generalizable Model using Traffic Cameras and Weather Data
by: Sutter, Carly, et al.
Published: (2025)

Visual Perturbation and Adaptive Hard Negative Contrastive Learning for Compositional Reasoning in Vision-Language Models
by: Huang, Xin, et al.
Published: (2025)

Benchmarking Vision-Language Contrastive Methods for Medical Representation Learning
by: Roy, Shuvendu, et al.
Published: (2024)

SPOT-Occ: Sparse Prototype-guided Transformer for Camera-based 3D Occupancy Prediction
by: Chen, Suzeyu, et al.
Published: (2026)

State Space Models for Event Cameras
by: Zubić, Nikola, et al.
Published: (2024)

A Mathematical Perspective On Contrastive Learning
by: Baptista, Ricardo, et al.
Published: (2025)

Multi-view Disentanglement for Reinforcement Learning with Multiple Cameras
by: Dunion, Mhairi, et al.
Published: (2024)

Variational Supervised Contrastive Learning
by: Wang, Ziwen, et al.
Published: (2025)

Contrastive Learning to Fine-Tune Feature Extraction Models for the Visual Cortex
by: Mulrooney, Alex, et al.
Published: (2024)

Contrastive Localized Language-Image Pre-Training
by: Chen, Hong-You, et al.
Published: (2024)

CLEFT: Language-Image Contrastive Learning with Efficient Large Language Model and Prompt Fine-Tuning
by: Du, Yuexi, et al.
Published: (2024)

Contrastive Denoising Score for Text-guided Latent Diffusion Image Editing
by: Nam, Hyelin, et al.
Published: (2023)

A Principled Framework for Multi-View Contrastive Learning
by: Koromilas, Panagiotis, et al.
Published: (2025)

Rethinking Positive Pairs in Contrastive Learning
by: Wu, Jiantao, et al.
Published: (2024)

Contrastive Learning for Regression on Hyperspectral Data
by: Dhaini, Mohamad, et al.
Published: (2024)

What Matters in Range View 3D Object Detection
by: Wilson, Benjamin, et al.
Published: (2024)

$\mathbb{X}$-Sample Contrastive Loss: Improving Contrastive Learning with Sample Similarity Graphs
by: Sobal, Vlad, et al.
Published: (2024)

Learning the Unlearned: Mitigating Feature Suppression in Contrastive Learning
by: Zhang, Jihai, et al.
Published: (2024)

Detecting Backdoor Samples in Contrastive Language Image Pretraining
by: Huang, Hanxun, et al.
Published: (2025)

D4C: Data-Free Quantization for Contrastive Language-Image Pre-training Models
by: Zhang, Wenlun, et al.
Published: (2025)

Performance-guided Reinforced Active Learning for Object Detection
by: Liang, Zhixuan, et al.
Published: (2026)

On the Domain Robustness of Contrastive Vision-Language Models
by: Koddenbrock, Mario, et al.
Published: (2025)

Imagine, Verify, Execute: Memory-guided Agentic Exploration with Vision-Language Models
by: Lee, Seungjae, et al.
Published: (2025)

A Generalization Theory of Cross-Modality Distillation with Contrastive Learning
by: Lin, Hangyu, et al.
Published: (2024)

Semantic Compositions Enhance Vision-Language Contrastive Learning
by: Aladago, Maxwell, et al.
Published: (2024)

A Closer Look at the Robustness of Contrastive Language-Image Pre-Training (CLIP)
by: Tu, Weijie, et al.
Published: (2024)

Confidence-aware Contrastive Learning for Selective Classification
by: Wu, Yu-Chang, et al.
Published: (2024)

Visual Imitation Learning with Calibrated Contrastive Representation
by: Wang, Yunke, et al.
Published: (2024)

Long-Tail Learning with Rebalanced Contrastive Loss
by: De Alvis, Charika, et al.
Published: (2023)

Generalized Contrastive Learning for Universal Multimodal Retrieval
by: Lee, Jungsoo, et al.
Published: (2025)

A Theoretical Framework for Preventing Class Collapse in Supervised Contrastive Learning
by: Lee, Chungpa, et al.
Published: (2025)