Today we kick off our coverage of the 2023 CVPR conference joined by Fatih Porikli, a Senior Director of Technology at Qualcomm. In our conversation with Fatih, we covered quite a bit of ground, touching on a total of 12 papers/demos, focusing on topics like data augmentation and optimized architectures for computer vision. We explore advances in optical flow estimation networks, cross-model, and stage knowledge distillation for efficient 3D object detection, and zero-shot learning via language models for fine-grained labeling. We also discuss generative AI advancements and computer vision optimization for running large models on edge devices. Finally, we discuss objective functions, architecture design choices for neural networks, and efficiency and accuracy improvements in AI models via the techniques introduced in the papers.
Real-Time ML Workflows at Capital One with Disha Singla - #606
Weakly Supervised Causal Representation Learning with Johann Brehmer - #605
Stable Diffusion & Generative AI with Emad Mostaque - #604
Exploring Large Language Models with ChatGPT - #603
Accelerating Intelligence with AI-Generating Algorithms with Jeff Clune - #602
Programmatic Labeling and Data Scaling for Autonomous Commercial Aviation with Cedric Cocaud - #601
Engineering Production NLP Systems at T-Mobile with Heather Nolis - #600
Sim2Real and Optimus, the Humanoid Robot with Ken Goldberg - #599
The Evolution of the NLP Landscape with Oren Etzioni - #598
Live from TWIMLcon! The Great MLOps Debate: End-to-End ML Platforms vs Specialized Tools - #597
Live from TWIMLcon! You're not Facebook. Architecting MLOps for B2B Use Cases with Jacopo Tagliabue - #596
Building Foundational ML Platforms with Kubernetes and Kubeflow with Ali Rodell - #595
AI-Powered Peer Programming with Vasi Philomin - #594
The Top 10 Reasons to Register for TWIMLcon: AI Platforms 2022!
Applied AI/ML Research at PayPal with Vidyut Naware - #593
Assessing Data Quality at Shopify with Wendy Foster - #592
Transformers for Tabular Data at Capital One with Bayan Bruss - #591
Understanding Collective Insect Communication with ML, w/ Orit Peleg - #590
Multimodal, Multi-Lingual NLP at Hugging Face with John Bohannon and Douwe Kiela - #589
Synthetic Data Generation for Robotics with Bill Vass - #588
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