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Finding the New ResNet18
Thomas CapelleJul 20ResNet, ConViT, TIMM, Experiment, Articles, Intermediate, Sweeps, Computer Vision
Optimizing Models with Quantization-Aware Training in Keras - Part II
Ishan DuttaJan 26Intermediate, Computer Vision, Keras, scikit-learn, Experiment, ResNet, Github, Plots, Kaggle
Optimizing Models with Post-Training Quantization in Keras - Part I
Ishan DuttaJan 21Intermediate, Computer Vision, Keras, scikit-learn, Experiment, ResNet, Github, Plots, Kaggle
ResNet Strikes Back: A Training Procedure in TIMM
Aman AroraDec 14Intermediate, Computer Vision, Classification, PyTorch, TIMM, Experiment, Tutorial, ResNet, Tables
Deep Learning on the M1 Pro with Apple Silicon
Thomas CapelleDec 02Intermediate, Hardware, Keras, Experiment, MobileNet v2, ResNet, Plots, Exemplary
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
When Does Self-Supervision Improve Few-Shot Learning?
Arjun Ashok, Haswanth AekulaAug 09Intermediate, Computer Vision, Classification, Research, ResNet, SSL, Github, Panels, Plots, Sweeps, ImageNet, RC
What Do Compressed Deep Neural Networks Forget?
Saurav MaheshkarApr 09Intermediate, Computer Vision, Object Detection, Research, ResNet, Panels, Plots
Speaker Verification and GAN Face Detection
Max LApr 05Intermediate, Audio, Computer Vision, GenAI, Speech Recognition, PyTorch Lightning, Research, CNN, ResNet, Panels, Parameter Importance, Plots, Sweeps
Reproducible Models with Weights & Biases
Diganta MisraApr 01Intermediate, Domain Agnostic, W&B Meta, ResNet, Github, Panels, Parameter Importance, Plots, Sweeps, CIFAR10, RC
Rigging the Lottery: Making All Tickets Winners
Rajat Vadiraj Dwaraknath, Varun SundarMar 24Intermediate, Computer Vision, NLP, Classification, Language Understanding, PyTorch, Research, ResNet, Github, CIFAR-100, CIFAR10, RC
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