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Pretraining

2471 directly classified papers

Papers per year

Papers

SimMIM: A Simple Framework for Masked Image Modeling CVPR 2022
UnweaveNet: Unweaving Activity Stories CVPR 2022
Simple but Effective: CLIP Embeddings for Embodied AI CVPR 2022
Point-BERT: Pre-Training 3D Point Cloud Transformers With Masked Point Modeling CVPR 2022
Hypergraph-Induced Semantic Tuplet Loss for Deep Metric Learning CVPR 2022
Convergent Representations of Computer Programs in Human and Artificial Neural Networks NIPS 2022
LAION-5B: An open large-scale dataset for training next generation image-text models NIPS 2022
Elucidating the Design Space of Diffusion-Based Generative Models NIPS 2022
BLOX: Macro Neural Architecture Search Benchmark and Algorithms NIPS 2022
Amortized Projection Optimization for Sliced Wasserstein Generative Models NIPS 2022
Scaling & Shifting Your Features: A New Baseline for Efficient Model Tuning NIPS 2022
CroCo: Self-Supervised Pre-training for 3D Vision Tasks by Cross-View Completion NIPS 2022
Procedural Image Programs for Representation Learning NIPS 2022
Explainability Via Causal Self-Talk NIPS 2022
Unsupervised Object Detection Pretraining with Joint Object Priors Generation and Detector Learning NIPS 2022
P2P: Tuning Pre-trained Image Models for Point Cloud Analysis with Point-to-Pixel Prompting NIPS 2022
When Do Flat Minima Optimizers Work? NIPS 2022
TaiSu: A 166M Large-scale High-Quality Dataset for Chinese Vision-Language Pre-training NIPS 2022
A Deep Learning Dataloader with Shared Data Preparation NIPS 2022
TransBoost: Improving the Best ImageNet Performance using Deep Transduction NIPS 2022
Improved Fine-Tuning by Better Leveraging Pre-Training Data NIPS 2022
Meta-Auto-Decoder for Solving Parametric Partial Differential Equations NIPS 2022
PyramidCLIP: Hierarchical Feature Alignment for Vision-language Model Pretraining NIPS 2022
CogView2: Faster and Better Text-to-Image Generation via Hierarchical Transformers NIPS 2022
USB: A Unified Semi-supervised Learning Benchmark for Classification NIPS 2022