Self-improving Multiplane-to-layer Images for Novel View Synthesis

SamsungLabs/MLI 4 Oct 2022

We present a new method for lightweight novel-view synthesis that generalizes to an arbitrary forward-facing scene.

Generalizable Novel View Synthesis Novel View Synthesis

92
0.33 stars / hour

A Length-Extrapolatable Transformer

microsoft/torchscale 20 Dec 2022

Position modeling plays a critical role in Transformers.

Language Modelling

1,206
0.31 stars / hour

Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned

anthropics/hh-rlhf 23 Aug 2022

We provide our own analysis of the data and find a variety of harmful outputs, which range from offensive language to more subtly harmful non-violent unethical outputs.

Language Modelling

346
0.29 stars / hour

Swarm-SLAM : Sparse Decentralized Collaborative Simultaneous Localization and Mapping Framework for Multi-Robot Systems

mistlab/swarm-slam 16 Jan 2023

Collaborative Simultaneous Localization And Mapping (C-SLAM) is a vital component for successful multi-robot operations in environments without an external positioning system, such as indoors, underground or underwater.

Simultaneous Localization and Mapping

80
0.29 stars / hour

SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models

BlinkDL/RWKV-LM 18 Nov 2022

We propose SmoothQuant, a training-free, accuracy-preserving, and general-purpose post-training quantization (PTQ) solution to enable 8-bit weight, 8-bit activation (W8A8) quantization for LLMs that can be implemented efficiently.

Quantization

1,225
0.29 stars / hour

AltCLIP: Altering the Language Encoder in CLIP for Extended Language Capabilities

automatic1111/stable-diffusion-webui 12 Nov 2022

In this work, we present a conceptually simple and effective method to train a strong bilingual/multilingual multimodal representation model.

Contrastive Learning Cross-Modal Retrieval +10

31,373
0.29 stars / hour

Tune-A-Video: One-Shot Tuning of Image Diffusion Models for Text-to-Video Generation

showlab/Tune-A-Video 22 Dec 2022

To reproduce the success of text-to-image (T2I) generation, recent works in text-to-video (T2V) generation employ large-scale text-video dataset for fine-tuning.

Style Transfer Text-to-Video Generation +1

537
0.28 stars / hour

LogAI: A Library for Log Analytics and Intelligence

salesforce/logai 31 Jan 2023

In order to enable users to perform multiple types of AI-based log analysis tasks in a uniform manner, we introduce LogAI (https://github. com/salesforce/logai), a one-stop open source library for log analytics and intelligence.

Anomaly Detection Log Parsing +2

65
0.28 stars / hour

Discovering Symbolic Models from Deep Learning with Inductive Biases

glouppe/info8010-deep-learning NeurIPS 2020

The technique works as follows: we first encourage sparse latent representations when we train a GNN in a supervised setting, then we apply symbolic regression to components of the learned model to extract explicit physical relations.

Symbolic Regression

903
0.28 stars / hour