TechcraftingAI Computer Vision

By Brad Edwards

TechcraftingAI Computer Vision brings you summaries of the latest arXiv research daily. Research is read by your virtual host, Sage. The podcast is produced by Brad Edwards, an AI Engineer from Vancou... more

· Technology

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FAQs about TechcraftingAI Computer Vision:

How many episodes does TechcraftingAI Computer Vision have?

The podcast currently has 315 episodes available.

TechcraftingAI Computer Vision episodes:

November 15, 2023Ep. 35 - November 13, 2023
arXiv research summaries for Computation Vision and Pattern Recognition from November 13, 2023.

Today's Themes (AI Generated)
Two-stream networks for scene understanding using graph and image features

Factor tuning methods to efficiently fine-tune vision transformers

Anthropic personas for dialog agents with controllable voices and appearances

Improving visual abilities of foundation models with human feedback datasets

Open vocabulary video anomaly detection using pre-trained vision models
...more
1h 9min
November 15, 2023Ep. 34 - November 12, 2023
arXiv research summaries for Computation Vision and Pattern Recognition from November 12, 2023.

Today's Themes (AI Generated)
Scene graph generation and image classification using graph and image feature streams

Parameter-efficient vision transformer fine-tuning with tensor decomposition

Anthropomorphic avatar generation for dialog agents using text descriptions

Physics-based segmentation with partial differential equations and splines

Open-vocabulary anomaly detection in videos using pre-trained models
...more
37min
November 14, 2023Ep. 33 - November 11, 2023
arXiv research summaries for Computation Vision and Pattern Recognition from November 11, 2023.

Today's Themes (AI Generated)
Leveraging transformers and large language models for layout generation, visual reasoning, and multimodal understanding

Novel neural network architectures and attention mechanisms for object detection, segmentation, and anomaly detection

Unsupervised and semi-supervised techniques for salient object detection and segmentation

Procedural generation and synthetic data for training computer vision models

Applications of computer vision for particle size analysis, vehicle trajectory forecasting, and skin lesion screening
...more
27min
November 13, 2023Ep. 32 - November 10, 2023
arXiv research summaries for Computation Vision and Pattern Recognition from November 10, 2023.

Today's Themes (AI Generated)
Image generation with generative adversarial networks and diffusion models

Self-supervised learning for vision tasks without human labeling

Vision transformers for image classification and segmentation

Point cloud processing for 3D object detection and segmentation

Facial recognition and image forensics for security and privacy
...more
48min
November 10, 2023Ep. 31 - November 9, 2023
arXiv research summaries for Computation Vision and Pattern Recognition from November 9, 2023.

Today's Themes (AI Generated)
Developing AI assistants and agents for real-world applications like autonomous driving and medical diagnosis.

Generative models for text-to-image, text-to-3D, and controllable image generation.

Cross-modal and multimodal learning combining computer vision, natural language processing, and other data.

Improving object detection with new representations and architectures.

Applying transformers and diffusion models to various computer vision tasks.
...more
1h 7min
November 09, 2023Ep. 30 - November 8, 2023
arXiv research summaries for Computation Vision and Pattern Recognition from November 8, 2023.

Today's Themes (AI Generated)
Improving few-shot learning for computer vision tasks like image classification and object detection.

Leveraging self-supervision and contrastive learning for representation learning.

Generative models for tasks like image synthesis, text-to-image generation, and image anonymization.

Multi-modal learning combining vision, language, audio, and other sensor data.

Applications like human pose estimation, visual relationship detection, and video description.
...more
48min
November 08, 2023Ep. 29 - November 7, 2023
arXiv research summaries for Computation Vision and Pattern Recognition from November 7, 2023.

Today's Themes (AI Generated)
Improving 3D object detection and reconstruction with multimodal sensor fusion and neural radiance fields.

Leveraging vision-language models like CLIP for novel applications in image enhancement, sound localization, and human-object interaction detection.

Advancing generative models like GANs and diffusion models for high-fidelity image and video synthesis.

Developing efficient model compression and knowledge distillation techniques for vision transformers.

Studying bias, robustness, and generalization in synthetic data and models for tasks like face recognition.
...more
1h 6min
November 07, 2023Ep. 28 - November 6, 2023
arXiv research summaries for Computation Vision and Pattern Recognition from November 6, 2023.

Today's Themes (AI Generated)
3D reconstruction and rendering using neural radiance fields and diffusion models

Multimodal sensor fusion for robust place recognition in autonomous driving

Facial analysis for pain assessment and expression recognition

Vision transformers for image classification and segmentation

Data augmentation and few-shot learning techniques for time series classification
...more
48min
November 07, 2023Ep. 27 - November 5, 2023
arXiv research summaries for Computation Vision and Pattern Recognition from November 5, 2023.

Today's Themes (AI Generated)
Novel view synthesis and reconstruction of dynamic objects and scenes from images and videos

Advances in segmentation through attention mechanisms, consistency learning, and uncertainty estimation

Improvements in anomaly detection via multimodal and transformer models

Object tracking and SLAM enhanced by semantics and topology

Efficiency gains in architectures and methods for point clouds, meshes, and graphs
...more
59min
November 06, 2023Ep. 26 - November 3, 2023
arXiv research summaries for Computation Vision and Pattern Recognition from November 3, 2023.

Today's Themes (AI Generated)
Video analytics via object-oriented programming constructs for queries

Analyzing model decisions in satellite image recognition using information theory

Text-to-3D shape generation using hybrid representations

Calibrating vision-language models for robustness across distributions

Fusing multi-view and cross-modal contrasts for 3D representation learning
...more
37min

FAQs about TechcraftingAI Computer Vision:

How many episodes does TechcraftingAI Computer Vision have?

The podcast currently has 315 episodes available.