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Page for the CVPR 2023 Tutorial - Efficient Neural Networks: From Algorithm Design to Practical Mobile Deployments

articulated-animation

Code for Motion Representations for Articulated Animation paper

Jupyter Notebook

1,210

EfficientFormer

EfficientFormerV2 [ICCV 2023] & EfficientFormer [NeurIPs 2022]

NeROIC

HyperHuman

[ICLR 2024] Github Repo for "HyperHuman: Hyper-Realistic Human Generation with Latent Structural Diffusion"

HTML

489

Panda-70M

[CVPR 2024] Panda-70M: Captioning 70M Videos with Multiple Cross-Modality Teachers

Python

459

MoCoGAN-HD

[ICLR 2021 Spotlight] A Good Image Generator Is What You Need for High-Resolution Video Synthesis

Python

240

3dgp

3D generation on ImageNet [ICLR 2023]

Python

207

MMVID

[CVPR 2022] Show Me What and Tell Me How: Video Synthesis via Multimodal Conditioning

Python

194

MobileR2L

[CVPR 2023] Real-Time Neural Light Field on Mobile Devices

Python

192

R2L

[ECCV 2022] R2L: Distilling Neural Radiance Field to Neural Light Field for Efficient Novel View Synthesis

Python

189

CAT

[CVPR 2021] Teachers Do More Than Teach: Compressing Image-to-Image Models (CAT)

Python

180

discoscene

CVPR 2023 Highlight: DiscoScene

Python

138

3DVADER

Source code for the paper: "AutoDecoding Latent 3D Diffusion Models"

132

BitsFusion

118

SnapFusion

HTML

F8Net

[ICLR 2022 Oral] F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization

Python

SF-V

This respository contains the code for SF-V: Single Forward Video Generation Model.

AToM

Official implementation of `AToM: Amortized Text-to-Mesh using 2D Diffusion`

graphless-neural-networks

[ICLR 2022] Code for Graph-less Neural Networks: Teaching Old MLPs New Tricks via Distillation (GLNN)

Python

MLPInit-for-GNNs

[ICLR 2023] MLPInit: Embarrassingly Simple GNN Training Acceleration with MLP Initialization

Jupyter Notebook

unsupervised-volumetric-animation

The repository for paper Unsupervised Volumetric Animation

Python

non-contrastive-link-prediction

[ICLR 2023] Link Prediction with Non-Contrastive Learning

Python

linkless-link-prediction

[ICML 2023] Linkless Link Prediction via Relational Distillation

Python

locomo

Python

LargeGT

Graph Transformers for Large Graphs

Python

weights2weights

Official Implementation of weights2weights

SpFDE

[NeurIPs 2022] Layer Freezing & Data Sieving: Missing Pieces of a Generic Framework for Sparse Training

representations-for-creativity

HTML

hpdm

Hierarchical Patch Diffusion Models for High-Resolution Video Synthesis [CVPR 2024]

HTML

video-synthesis-tutorial

HTML

snap-research-website

https://research.snap.com/

HTML

promptable-game-models

NeurT-FDR

NeurT-FDR, a method for controlling false discovery rate by incorporating feature hierarchy

Python

qfar

Official implementation of MobiCom 2023 paper "QfaR: Location-Guided Scanning of Visual Codes from Long Distances"

Python

cabam-graph-generation

[KDD MLG'20] Class-Assortative Barabasi Albert Model for Graph Generation

Jupyter Notebook

cv-call-for-interns-2022

HTML

NodeDup

Node Duplication Improves Cold-start Link Prediction

Python

SPAD

Source code for paper "SPAD: Spatially Aware Multi-View Diffusers"

snapvideo

HTML

snap-research/efficient-nn-tutorial

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