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How To Train a Conditional Diffusion Model From Scratch
Thomas CapelleOct 25Articles, U-Net, GenAI, Computer Vision, Tutorial, CIFAR10, Intermediate, Stable Diffusion
Writing a Training Loop in JAX and Flax
Soumik Rakshit, Saurav MaheshkarJul 29Articles, Computer Vision, Object Detection, CIFAR10, CNN, JAX, Tutorial, Advanced
Configuring W&B Projects with Hydra
Adrish DeyFeb 03Beginner, Computer Vision, Classification, Hydra, Tutorial, Panels, Sweeps, CIFAR10, MNIST
iTAML: An Incremental Task-Agnostic Meta-learning Approach
Joel JosephOct 15Intermediate, Computer Vision, Classification, Research, iTAML, Github, Panels, Plots, Sweeps, CIFAR-100, CIFAR10, MNIST, RC
Meta-Consolidation for Continual Learning (MERLIN)
Shambhavi MishraOct 08Intermediate, Computer Vision, Classification, Research, Plots, CIFAR10, ImageNet, MNIST
Backpropagated Gradient Representations for Anomaly Detection
Shambhavi MishraSep 23Intermediate, Computer Vision, Classification, Research, GradCon, Github, Plots, CIFAR10, MNIST, RC
Dynamic Group Convolution for Accelerating Convolutional Neural Networks (ECCV 2020)
Sachin MalhotraSep 14Intermediate, Computer Vision, Classification, Research, CNN, ResNet, Github, Plots, CIFAR-100, CIFAR10, ImageNet, RC
Dynamic Convolutions: Exploiting Spatial Sparsity for Faster Inference (CVPR 2020)
Sachin MalhotraSep 09Intermediate, Computer Vision, Classification, Research, ResNet, Github, Panels, Plots, CIFAR10, RC
Bad Global Minima Exist and SGD Can Reach Them
Gustavo Sutter P. Carvalho, João Araújo, João Pedro Rodrigues Mattos, João Marcos Cardoso da Silva, Bruno Gomes CoelhoAug 23Intermediate, Computer Vision, Classification, JAX, Research, ResNet, Github, Plots, CIFAR10, RC
Funnel Activation for Visual Recognition (CVPR 2020)
Manoj ManjhariMay 18Intermediate, Computer Vision, Classification, Object Detection, Research, Github, Panels, Parameter Importance, Plots, Sweeps, CIFAR-100, CIFAR10
Gated Channel Transformation for Visual Recognition (CVPR 2020)
Manoj ManjhariMay 12Intermediate, Computer Vision, Object Detection, Research, GCT, Github, Panels, Parameter Importance, Plots, Sweeps, CIFAR-100, CIFAR10
Strip Pooling: Rethinking Spatial Pooling for Scene Parsing (CVPR 2020)
Manoj ManjhariMay 03Intermediate, Computer Vision, Research, SPNets (Strip Pool), Github, Panels, Parameter Importance, Plots, Sweeps, CIFAR-100, CIFAR10
Temporal Spike Sequence Learning via Backpropagation for Deep Spiking Neural Networks
Laura R Edmondson, Anil OzdemirApr 21Intermediate, Computer Vision, OCR, Object Detection, Research, SNN, Github, Panels, Parameter Importance, Plots, Sweeps, CIFAR10, MNIST, RC
Image Generation Based on Abstract Concepts Using CLIP + BigGAN
Hao Hao TanApr 21Intermediate, Computer Vision, GenAI, OpenAI, Experiment, BigGAN, CLIP, GAN, Panels, Plots, CIFAR10, TMP
On the Relationship Between Self-Attention and Convolutional Layers
Nishant Prabhu, Mukund Varma TApr 14Intermediate, Computer Vision, Classification, PyTorch, Research, Github, Panels, Plots, CIFAR10, RC
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