saba99 / ai_papers

State-of-the-Art AI Papers

Awesome Artificial Intelligence State-of-the-Arts Papers

✨NLP

Year	Name	Arxiv	CODE
2016	BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding	PDF
2023	ChatLaw: Open-Source Legal Large Language Model with Integrated External Knowledge Bases	PDF
2023	GPT-4 Technical Report	PDF

✨ Computer Vision

Year	Name	Arxiv	CODE
2013	R-CNN: Rich feature hierarchies for accurate object detection and semantic segmentation	PDF
2015	Style Transfer: A Neural Algorithm of Artistic Style	PDF
2016	DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs	PDF
2016	Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks	PDF
2016	SegNet: A Deep Convolutional Encoder-Decoder Architecture for image segmentation	PDF
2017	Mask R-CNN: Rich feature hierarchies for accurate object detection and semantic segmentation	PDF
2020	FaceShifter: Towards High Fidelity And Occlusion Aware Face Swapping	PDF
2020	Cycle GAN :Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks	PDF
2020	A Lip Sync Expert Is All You Need for Speech to Lip Generation In The Wild	PDF
2020	NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis	PDF
2021	AD-NeRF: Audio Driven Neural Radiance Fields for Talking Head Synthesis	PDF
2022	High-Resolution Image Synthesis with Latent Diffusion Models	PDF
2022	StyleSwap: Style-Based Generator Empowers Robust Face Swapping	PDF
2022	Few-Shot Head Swapping in the Wild	PDF
2022	MobileFaceSwap: A Lightweight Framework for Video Face Swapping	PDF
2022	Learning Dynamic Facial Radiance Fields for Few-Shot Talking Head Synthesis	PDF
2022	StyleHEAT: One-Shot High-Resolution Editable Talking Face Generation via Pretrained StyleGAN	PDF
2022	Multi-View Consistent Generative Adversarial Networks for 3D-aware Image Synthesis	PDF
2022	FNeVR: Neural Volume Rendering for Face Animation	PDF
2022	EpiGRAF: Rethinking training of 3D GANs	PDF
2023	Text-To-4D Dynamic Scene Generation	PDF
2023	StyleTalk: One-shot Talking Head Generation with Controllable Speaking Styles	PDF
2023	Efficient Region-Aware Neural Radiance Fields for High-Fidelity Talking Portrait Synthesis	PDF
2023	DINet: Deformation Inpainting Network for Realistic Face Visually Dubbing on High-Resolution Video	PDF
2023	DiffusionVideoEditing: Speech Driven Video Editing via an Audio-Conditioned Diffusion Model	PDF
2023	Implicit Identity Representation Conditioned Memory Compensation Network for Talking Head Video Generation	PDF
2023	OTAvatar : One-shot Talking Face Avatar with Controllable Tri-plane Rendering	PDF
2023	Seeing What You Said: Talking Face Generation Guided by a Lip Reading Expert	PDF
2023	GeneFace: Generalized and High-Fidelity Audio-Driven 3D Talking Face Synthesis	PDF
2023	CodeTalker: Speech-Driven 3D Facial Animation with Discrete Motion Prior	PDF
2023	Next3D: Generative Neural Texture Rasterization for 3D-Aware Head Avatars	PDF
2023	Conditional Image-to-Video Generation with Latent Flow Diffusion Models	PDF
2023	Class-consistent and Diverse Image Generation through StyleGANs	PDF
2023	An efficient PyTorch-based library for training 3D-aware image synthesis models.	PDF
2023	Semantic-aware Generation of Multi-view Portrait Drawings (SAGE)	PDF
2023	Single-Stage Diffusion NeRF: A Unified Approach to 3D Generation and Reconstruction	PDF

🧪 Medical Image Segmentation

Year	Name	Arxiv	CODE
2015	U-Net: Convolutional Networks for Biomedical Image Segmentation	PDF
2016	3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation	PDF
2018	UNet++: A Nested U-Net Architecture for Medical Image Segmentation	PDF
2019	UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation	PDF
2018	nnU-Net: Self-adapting Framework for U-Net-Based Medical Image Segmentation	PDF
2018	LadderNet: Multi-path networks based on U-Net for medical image segmentation	PDF
2018	R2U-Net : Recurrent Residual Convolutional Neural Network based on U-Net for Medical Image Segmentation	PDF
2018	Attention U-Net : Learning Where to Look for the Pancreas	PDF
2019	MultiResUNet : Rethinking the U-Net architecture for multimodal biomedical image segmentation	PDF
2019	ResUNet++: An Advanced Architecture for Medical Image Segmentation	PDF
2020	UNet 3+: A Full-Scale Connected UNet for Medical Image Segmentation	PDF
2020	DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation	PDF
2020	DC-UNet: Rethinking the U-Net Architecture with Dual Channel Efficient CNN for Medical Images Segmentation	PDF
2020	CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation	PDF
2020	SAUNet: Shape Attentive U-Net for Interpretable Medical Image Segmentation	PDF
2021	TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation	PDF
2021	U-Net Transformer: Self and Cross Attention for Medical Image Segmentation	PDF
2021	Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation	PDF
2021	UTNet : A Hybrid Transformer Architecture for Medical Image Segmentation	PDF
2021	UNETR: Transformers for 3D Medical Image Segmentation	PDF
2021	PocketNet: A Smaller Neural Network for Medical Image Analysis	PDF
2021	UNETR++: Delving into Efficient and Accurate 3D Medical Image Segmentation	PDF
2022	3D-UCaps: 3D Capsules Unet for Volumetric Image Segmentation	PDF
2022	Contextual Attention Network: Transformer Meets U-Net	PDF
2022	UNeXt: MLP-based Rapid Medical Image Segmentation Network	PDF
2022	The Fully Convolutional Transformer for Medical Image Segmentation	PDF
2023	MaxViT-UNet: Multi-Axis Attention for Medical Image Segmentation	PDF
2023	CMUNeXt: An Efficient Medical Image Segmentation Network based on Large Kernel and Skip Fusion	PDF
2023	SAM-Med2D	PDF
2023	Segment Anything Model for Medical Image Analysis: an Experimental Study	PDF
2023	ScaleCrafter for higher-resolution visual generation at inference time	PDF