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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
Financial Sentiment Analysis on Stock Market Headlines With FinBERT & HuggingFace
Ivan GoncharovSep 30Intermediate, NLP, Sentiment Analysis, HuggingFace, Experiment, Tutorial, FinBERT, Tables, FiQA, Financial, Exemplary, Large Models, LLM
Backpropagated Gradient Representations for Anomaly Detection
Shambhavi MishraSep 23Intermediate, Computer Vision, Classification, Research, GradCon, Github, Plots, CIFAR10, MNIST, RC
Hyperparameter Optimization for HuggingFace Transformers
Ayush ChaurasiaSep 15Intermediate, NLP, HuggingFace, Ray Tune, Research, Tutorial, BERT, Sweeps, RTE, Large Models, LLM
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
Named Entity Recognition with W&B and spaCy
Stacey SvetlichnayaSep 09Intermediate, NLP, NER, OCR, spaCy, Experiment, Tutorial, W&B Meta, Plots, Tables, DeepForm, Exemplary
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
How To Fine-Tune Hugging Face Transformers on a Custom Dataset
Ayush ThakurAug 17Beginner, NLP, Language Generation, Language Understanding, HuggingFace, Experiment, Tutorial, DistilBERT, Plots, Chum here, Fine-tuning
Meta Dropout: Learning to Perturb Latent Features for Better Generalization
Joel JosephAug 12Intermediate, Computer Vision, Classification, Research, Github, Panels, Plots, Sweeps, ImageNet, Omniglot, 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
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