(Arxiv2023)Forgery-aware Adaptive Transformer for Generalizable Synthetic Image Detection  

篡改图像检测论文 - Part2

篡改图像检测论文 - Part1

伪装目标检测论文 - Part1

Domain Generalization - Part1

(Arxiv2023)GenDet: Towards Good Generalizations for AI-Generated Image Detection

FAKE IT TILL YOU MAKE IT

DeepFake Papers - Part2

(NIPS2023)DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection

(ICCV2023)UCF: Uncovering Common Features for Generalizable Deepfake Detection

Diffusion as classifier

Diffusion as Prior

Adversarial Diffusion Distillation 论文阅读

(Arxiv)LBL: Logarithmic Barrier Loss Function for One-class Classification 论文阅读

Improving Sample Quality of Diffusion Models Using Self-Attention Guidance 论文阅读

Training-Free Layout Control with Cross-Attention Guidance 论文阅读

DeepFake Papers - Part 1

yaml 文档 中的 & * << 语法

(CVPR2022-Oral) Perception Prioritized Training of Diffusion Models

Diffusion Model & AutoEncoder

Probabilistic Embedding - Part 1

pdflatex 显示中文

Some MOE of Image Classification

Training CNNs in Presence of JPEG Compression: Multimedia Forensics vs Computer Vision 论文阅读

ARE GAN GENERATED IMAGES EASY TO DETECT? A CRITICAL ANALYSIS OF THE STATE-OF-THE-ART 论文阅读

新兴爬虫利器 Playwright 的基本用法 | 静觅

【V-MoE】论文学习笔记

ClassSR: A General Framework to Accelerate Super-Resolution Networks by Data Characteristic 论文阅读

【深度】动态神经网络综述

DM检测论文阅读

Detecting Images Generated by Deep Diffusion Models using their Local Intrinsic Dimensionality

(ACM 2023)Parents and Children: Distinguishing Multimodal DeepFakes from Natural Images 论文阅读

(ICLR 2022)SDEDIT: GUIDED IMAGE SYNTHESIS AND EDITING WITH STOCHASTIC DIFFERE 论文阅读

Derivation of formulas in Score-Based Models

(CVPR2023)DCFace: Synthetic Face Generation with Dual Condition Diffusion Model 论文阅读

RGBD2: Generative Scene Synthesis via Incremental View Inpainting using RGBD Diffusion Models 论文阅读

Prompt-to-Prompt Image Editing with Cross Attention Control 论文阅读

Magic3D: High-Resolution Text-to-3D Content Creation 论文阅读

(AAAI2022-PSOD)Weakly-Supervised Salient Object Detection Using Point Supervision 论文阅读

(CVPR2023)DiffRF: Rendering-Guided 3D Radiance Field Diffusion 论文阅读

(CVPR2023)Diffusion-SDF: Text-to-Shape via Voxelized Diffusion

(ICLR2023)DIFFUSION PROBABILISTIC FIELDS

CAL：低分辨率姿态估计

(CVPR2023-IOCFormer)Indiscernible Object Counting in Underwater Scenes 论文阅读

1. 扩散过程的最终结果  不是高斯噪声, 而是 Coarse Estimate Distribution. 
2. 使用 GMM 重新建模 , 使得扩散的中间结果的分布带有方差信息.

@2023.06.03 突然发现这篇文章中CVPR了 质量确实不错

(CVPR2023)DiffPose: Toward More Reliable 3D Pose Estimation 论文阅读

(ECCV2022)UIA-ViT: Unsupervised Inconsistency-Aware Method based on Vision Transformer for Face Forgery Detection 论文阅读

(ICML2023)NerfDiff: Single-image View Synthesis with NeRF-guided Distillation from 3D-aware Diffusion 论文阅读

Weakly-Supervised Camouflaged Object Detection with Scribble Annotations 论文阅读

(AAAI2021-SCWSSOD)Structure-Consistent Weakly Supervised Salient Object Detection with Local Saliency Coherence 论文阅读

感觉DGNet就是从里面拿了一部分

(CVPR2020-ScribbleSaliency)Weakly-Supervised Salient Object Detection via Scribble Annotations

初看感觉没道理 再看其实挺有道理的 感觉可以直接用到弱监督

(CVPR2023)HOLODIFFUSION: Training a 3D Diffusion Model using 2D Images-论文阅读

2022.10.15@更新了一点, 发现还是得看的 QAQ
2022.10.20@继续更新了一点
2022.10.26@添加了LDM
2023.05.06@修改了一处公式错误

Diffusion Models - 扩散模型

2023.05.23@更加细致的读了一下
2023.05.26@修改了一处公式错误

(Song)Consistency Model 论文阅读

DiffusionSeg: Adapting Diffusion Towards Unsupervised Object Discovery 论文阅读

(CVPR2023) DiffusionRig: Learning Personalized Priors for Facial Appearance Editing 论文阅读

BerDiff: Conditional Bernoulli Diffusion Model for Medical Image Segmentation 论文阅读

(CVPR2023)Ambiguous Medical Image Segmentation using Diffusion Models 论文阅读

(CVPR2023-FEDER)Camouflaged Object Detection with Feature Decomposition and Edge Reconstruction 论文阅读

新的 Baseline 就是新的方向可以做 还是多模态的

(CVPR2023-DGM)Detecting and Grounding Multi-Modal Media Manipulation 论文阅读

(WACV2022-OCENet)Modeling Aleatoric Uncertainty for Camouflaged Object Detection 论文简读

Improving Camouflaged Object Detection with the Uncertainty of Pseudo-edge Labels 论文阅读

Cold Diffusion: Inverting Arbitrary Image Transforms Without Noise

Few-shot learning（少样本学习） 

MaskDiff: Modeling Mask Distribution with Diffusion Probabilistic Model for Few-Shot Instance Segmentation 论文阅读

SegFormer语义分割

A CONDITIONAL POINT DIFFUSION-REFINEMENT PARADIGM FOR 3D POINT CLOUD COMPLETION 论文阅读

Stepwise Feature Fusion: Local Guides Global 论文阅读

All are Worth Words: A ViT Backbone for Diffusion 论文阅读

TransUNet 论文阅读

Feature Shrinkage Pyramid for Camouflaged Object Detection with Transformers 论文阅读

总结了两篇文章，添加了一些注解

DETR 详解

Boosting Camouflaged Object Detection with Dual-Task Interactive Transformer 论文阅读

A Generalist Framework for Panoptic Segmentation of Images and Videos 论文阅读

Activate Learning 入门

End-to-End Reconstruction-Classification Learning for Face Forgery Detection 论文阅读

15 分钟搞定 Softmax Loss 求导

oh my zsh 安装

详解两阶段 3D 目标检测网络 Voxel R-CNN：Towards High Performance Voxel-based 3D Object Detection

排序出了一点问题

SegFix论文阅读

The Matrix Cookbook

LinearAlgebra 线性代数专业词汇中英对照

好用的内网穿透方式, 不使用zerotier

SSH 反向隧道

Eigen 矩阵运算库使用记录

Global average pooling 与 everage pooling 的区别

Global average pooling (GAP)

PointNet 系列论文解读

有部分参考自知乎, 链接已给出

PV-RCNN 阅读笔记

3W 字长文带你轻松入门视觉 transformer

3D 目标检测深度学习方法之 voxel-represetnation 内容综述（一）

Deformable Convolution  v1, v2 总结

SECOND 算法

这个是我参加MAC实验室考核的时候报告的小结, 整理了一下发布出来

Sparse R-CNN阅读笔记

【3D 目标检测】PointPillars 论文和代码解析

Laplace变换表

扔掉 anchor！真正的 CenterNet——Objects as Points 论文解读

Waymo 新作: 端到端多角度融合的 3D 点云目标检测

Comprehensive Multi-Modal Interactions for Referring Image Segmentation 论文阅读笔记

Self-training with Noisy Student

PVT(Pyramid Vision Transformer)

numpy.einsum 如何理解和运用？