All you need is a good init
Paper • 1511.06422 • Published • 1
Papers - Image - Datasets - ImageNet
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Align Your Steps: Optimizing Sampling Schedules in Diffusion Models
Paper • 2404.14507 • Published • 23 -
Efficient Transformer Encoders for Mask2Former-style models
Paper • 2404.15244 • Published • 1 -
Deep Residual Learning for Image Recognition
Paper • 1512.03385 • Published • 16 -
CatLIP: CLIP-level Visual Recognition Accuracy with 2.7x Faster Pre-training on Web-scale Image-Text Data
Paper • 2404.15653 • Published • 29 -
MoDE: CLIP Data Experts via Clustering
Paper • 2404.16030 • Published • 15 -
Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation
Paper • 2406.06525 • Published • 71 -
Diffusion Models Beat GANs on Image Synthesis
Paper • 2105.05233 • Published • 2 -
Classifier-Free Diffusion Guidance
Paper • 2207.12598 • Published • 5 -
Large Scale GAN Training for High Fidelity Natural Image Synthesis
Paper • 1809.11096 • Published • 1 -
Revisiting Unreasonable Effectiveness of Data in Deep Learning Era
Paper • 1707.02968 • Published • 1 -
Data curation via joint example selection further accelerates multimodal learning
Paper • 2406.17711 • Published • 3 -
Fixup Initialization: Residual Learning Without Normalization
Paper • 1901.09321 • Published • 1 -
RegMixup: Mixup as a Regularizer Can Surprisingly Improve Accuracy and Out Distribution Robustness
Paper • 2206.14502 • Published • 1 -
Randomized Autoregressive Visual Generation
Paper • 2411.00776 • Published • 18 -
SLIP: Self-supervision meets Language-Image Pre-training
Paper • 2112.12750 • Published • 1 -
Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey
Paper • 2407.21794 • Published • 6 -
BrushNet: A Plug-and-Play Image Inpainting Model with Decomposed Dual-Branch Diffusion
Paper • 2403.06976 • Published • 2 -
Geodesic Multi-Modal Mixup for Robust Fine-Tuning
Paper • 2203.03897 • Published • 1 -
No More Adam: Learning Rate Scaling at Initialization is All You Need
Paper • 2412.11768 • Published • 43 -
Matryoshka Representation Learning
Paper • 2205.13147 • Published • 25