[论文速览]Generative Modeling by Estimating Gradients of the Data Dist[1907.05600]
发布人
打开封面 下载高清视频 观看高清视频 视频下载器
...
扩散模型的【经典论文】入门学习路径
...
[论文夕拾]Diffusion Models for Robotics
...
[论文简析]VQ-VAE:Neural discrete representation learning[1711.00937]
...
[论文简析]Visual Autoregressive Modeling: ...via Next-Scale Prediction[2404.02905]
...
[论文速览]DDPG&TD3[1509.02971][1802.09477]
...
[论文简析]VAE: Auto-encoding Variational Bayes[1312.6114]
...
[论文简析]Deep Unsupervised Learning using Nonequilibrium Thermodynamics[1503.03585]
...
【公式推导】条件流匹配CFM：证明FM和CFM的目标关于参数的梯度一致【3.2节】【定理2】
...
[论文简析]DeiT: Data-efficient Image Transformers[2012.12877]
...
2.1介绍流Flow的定义和作用，理解向量场vt和ODE
...
[论文简析]SAC: Soft Actor-Critic Part 1[1801.01290]
...
[论文速览]Denoising Diffusion Implicit Models / DDIM[2010.02502]
...
西交｜深度学习研讨班-4｜从Attention到Transformer再到Mamba
...
2.2介绍连续归一化流CNF（Continuous Normalizing Flows）的定义和性质【流flow、向量场v和概率密度p三者之间的关系】
...
[论文速览]Decision Transformer: RL via Sequence Modeling[2106.01345]
...
[论文速览]Visual Prompt Tuning / VPT[2203.12119]
...
[论文速览]Open Vocab. Semantic Seg. with Patch Aligned Contrastive...[2212.04994]
...
[论文速览]LoRA: Low-Rank Adaptation of Large Language Models[2106.09685]
...
[论文速览]Open-vocabulary Object Segmentation with Diffusion Models[2301.05221]
...
[论文速览]RetNet: A Successor to Transformer for Large Language Models[2307.08621]
...
[论文简析]Reinforcement Learning with Augmented Data: RAD[2004.14990]
...
[论文速览]Autoregressive Image Generation using Residual Quantization[2203.01941]
...
[论文速览]Rethinking the Truly Unsupervised Image-to-Image Translation[2006.06500]
...
[论文速览]Token Turing Machines[2211.09119]
...
[论文速览]Flamingo: a Visual Language Model for Few-Shot Learning[2204.14198]
...
[论文简析]Representation Learning with Contrastive Predictive Coding[1807.03748]
...
[论文速览]Drag Your GAN: Interactive Point-based Manipulation...[2305.10973]
...
[论文速览]LLaRA: Supercharging Robot Learning Data for VLM Policy[2406.20095]
...
[论文简析]Large Language Models as General Pattern Machines[2307.04721]
...
[论文速览]Diffusion Policy: Visuomotor Policy Learning via Action Diff.[2303.04137]
...
[论文简析]A Laplacian Pyramid Translation Network[2105.09188]
...
[论文简析]Contrastive Learning for Unpaired Image-to-Image Translation[2007.15651]
...
[论文简析]RL-CycleGAN: Reinforcement Learning Aware Simulation-To-Real[2006.09001]
...
扩散模型论文概述（一）：OpenAI系列工作
...
[论文简析]DAT: Vision Transformer with Deformable Attention[2201.00520]
...
[论文简析]FlowNet3D: Learning Scene Flow in 3D Point Clouds[1806.01411]
...
讲座 | HiDiffusion：高效、无需训练的更高分辨率图像生成框架——旷视研究院高级研究员张慎
...
[论文速览]EViT: Expediting Vision Transformers via Token Reorganizations[2202.07800]
...
[论文速览]Personalizing Text2Img Generation using Textual Inversion[2208.01618]
...
[论文速览]LLaMA-Adapter: Efficient Fine-tuning..Zero-init Attention[2303.16199]