All past Journal Club meetings

Date Moderator Moderator Link Topic To Read
20.09.2024 Adam Harmanec YOLOv10: Real-Time End-to-End Object Detection
19.07.2024 Adam Harmanec Trackastra: Transformer-based cell tracking for live-cell microscopy
07.06.2024 Tomas Karella Making Convolutional Networks Shift-Invariant Again
24.05.2024 Michal Bartos Plug-and-Play Image Restoration with Deep Denoiser Prior
26.04.2024 Tomas Karella Deep Networks with Stochastic Depth
12.04.2024 Jan Kotera Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture
15.03.2024 Adam Harmanec TrackFormer: Multi-Object Tracking with Transformers
25.02.2024 Tomas Karella CoAtNet: Marrying Convolution and Attention for All Data Sizes
16.02.2024 Adam Novozamsky Learning Continuous Image Representation with Local Implicit Image Function
19.01.2024 Tomas Kerepecky NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis
05.01.2024 Tomas Karella ImageBind: One Embedding Space To Bind Them All
15.12.2023 Adam Harmanec DETR: End-to-End Object Detection with Transformers
10.11.2023 Tomas Karella BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
20.10.2023 Adam Harmanec Progressive Distillation for Fast Sampling of Diffusion Models
08.08.2023 Vaclav Kosik LORA: Low-Rank Adaptation of Large Language Models
18.08.2023 Antonie Brozova A Unified Framework for U-Net Design and Analysis
14.07.2023 Adam Harmanec Space-Time Correspondence as a Contrastive Random Walk
29.06.2023 Filip Sroubek Amortised MAP Inference for Image Super-resolution
12.06.2023 Tomas Karella DINOv2: A Self-supervised Vision Transformer Model
02.06.2023 Adam Harmanec DINO: Emerging Properties in Self-Supervised Vision Transformers
19.05.2023 Adam Novozamsky CLIP: Learning Transferable Visual Models From Natural Language Supervision
05.05.2023 Tomas Karella SAM: Segment Anything
14.04.2023 Tomas Karella How Do Vision Transformers Work?
24.03.2023 Tomas Karella LDMs: High-Resolution Image Synthesis with Latent Diffusion Models
03.03.2023 Tomas Kerepecky DMs: Denoising Diffusion Probabilistic Models
14.02.2023 Adam Harmanec ConvNeXt: A ConvNet for the 2020s
20.01.2023 Tomas Karella MaxViT: Multi-Axis Vision Transformer
02.12.2022 Tomas Karella A Survey of Visual Transformers