SCEdit: Efficient and Controllable Image Diffusion Generation via Skip Connection Editing

modelscope/swift 18 Dec 2023

Image diffusion models have been utilized in various tasks, such as text-to-image generation and controllable image synthesis.

Text-to-Image Generation

1,271
0.27 stars / hour

AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration

internlm/lmdeploy 1 Jun 2023

We then propose to search for the optimal per-channel scaling that protects the salient weights by observing the activation, not weights.

Autonomous Driving Common Sense Reasoning +3

2,357
0.27 stars / hour

Arc2Face: A Foundation Model of Human Faces

Recognito-Vision/Face-SDK-Linux-Demos 18 Mar 2024

This paper presents Arc2Face, an identity-conditioned face foundation model, which, given the ArcFace embedding of a person, can generate diverse photo-realistic images with an unparalleled degree of face similarity than existing models.

Diffusion Personalization Tuning Free Face Generation +1

203
0.26 stars / hour

Multi-domain Learning for Updating Face Anti-spoofing Models

Recognito-Vision/Linux-FaceRecognition-FaceLivenessDetection 23 Aug 2022

In this work, we study multi-domain learning for face anti-spoofing(MD-FAS), where a pre-trained FAS model needs to be updated to perform equally well on both source and target domains while only using target domain data for updating.

Face Anti-Spoofing

203
0.26 stars / hour

GraFIQs: Face Image Quality Assessment Using Gradient Magnitudes

Recognito-Vision/NIST-FRVT-Top-1-Face-Recognition 18 Apr 2024

We propose in this work a novel approach to assess the quality of face images based on inspecting the required changes in the pre-trained FR model weights to minimize differences between testing samples and the distribution of the FR training dataset.

Face Image Quality Face Image Quality Assessment +1

216
0.26 stars / hour

TokenHMR: Advancing Human Mesh Recovery with a Tokenized Pose Representation

saidwivedi/TokenHMR 25 Apr 2024

We address the problem of regressing 3D human pose and shape from a single image, with a focus on 3D accuracy.

Human Mesh Recovery valid

46
0.26 stars / hour

SpaceByte: Towards Deleting Tokenization from Large Language Modeling

kjslag/spacebyte 22 Apr 2024

Tokenization is widely used in large language models because it significantly improves performance.

Language Modelling

31
0.25 stars / hour

Weak-to-Strong Extrapolation Expedites Alignment

chujiezheng/llm-extrapolation 25 Apr 2024

Suppose we have a moderately trained LLM (e. g., trained to align with human preference) in hand, can we further exploit its potential and cheaply acquire a stronger model?

18
0.25 stars / hour

GPipe: Efficient Training of Giant Neural Networks using Pipeline Parallelism

pytorch/tau NeurIPS 2019

Scaling up deep neural network capacity has been known as an effective approach to improving model quality for several different machine learning tasks.

Ranked #4 on Fine-Grained Image Classification on Birdsnap (using extra training data)

Fine-Grained Image Classification Machine Translation +1

621
0.24 stars / hour

EasySpider: A No-Code Visual System for Crawling the Web

NaiboWang/EasySpider ACM The Web Conference 2023

As such, web-crawling is an essential tool for both computational and non-computational scientists to conduct research.

Data Integration Marketing

22,189
0.24 stars / hour