Multiscale Deep Equilibrium Models

Github: https://github.com/locuslab/mdeq

Paper: https://arxiv.org/abs/2111.05177v1

Dataset: https://paperswithcode.com/dataset/cifar-10

@ArtificialIntelligencedl

Theoretical and empirical analysis of a fast algorithm for extracting polygons from signed distance bounds

Github: https://github.com/nenadmarkus/gridhopping

Paper: https://arxiv.org/abs/2111.05778v1

@ArtificialIntelligencedl

Self-Supervised Audio-Visual Representation Learning with Relaxed Cross-Modal Temporal Synchronicity

Github:https://github.com/pritamqu/CrissCross

Paper: https://arxiv.org/abs/2111.05329v1

Project: https://pritamqu.github.io/CrissCross/

@ArtificialIntelligencedl

🔹 LUMINOUS: Indoor Scene Generation for Embodied AI Challenges

Github: https://github.com/amazon-research/indoor-scene-generation-eai

Paper: https://arxiv.org/abs/2111.05527v1

Dataset: https://paperswithcode.com/dataset/ai2-thor

@ArtificialIntelligencedl

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A Deep Extreme Multi-Label Learning Framework Applied to Short Text Documents

Github: https://github.com/extreme-classification/deepxml

Paper: https://arxiv.org/abs/2111.06685v1

Dataset: https://paperswithcode.com/dataset/extreme-classification

@ArtificialIntelligencedl

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Fast and Credible Likelihood-Free Cosmology with Truncated Marginal Neural Ratio Estimation


Github: https://github.com/undark-lab/swyft

Paper: https://arxiv.org/abs/2111.08030v1

Docs: https://swyft.readthedocs.io/en/latest/

@ArtificialIntelligencedl

ClipCap: CLIP Prefix for Image Captioning

Github: https://github.com/rmokady/clip_prefix_caption

Paper: https://arxiv.org/abs/2111.09734v1

Dataset: https://paperswithcode.com/dataset/conceptual-captions

@ArtificialIntelligencedl

🔐 Enhanced Membership Inference Attacks against Machine Learning Models

Github: https://github.com/privacytrustlab/ml_privacy_meter

Paper: https://arxiv.org/abs/2111.09679v1

@ArtificialIntelligencedl

👁 FedCV: A Federated Learning Framework for Diverse Computer Vision Tasks

Github: https://github.com/fedml-ai/fedcv

Paper: https://arxiv.org/abs/2111.11066v1

Docs: https://docs.google.com/document/d/1AU-3XT5vLKjLjvOOcdfPfTDwnww1C3xEaroA94pKaWU/edit#heading=h.xldeyzrvdr99

@ArtificialIntelligencedl

⚖️ A Dialog Summarization Dataset for Customer Service

Github: https://github.com/nlpyang/PreSumm

Paper: https://arxiv.org/abs/2111.11894v1

Models: https://drive.google.com/open?id=1kKWoV0QCbeIuFt85beQgJ4v0lujaXobJ

@ArtificialIntelligencedl

NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtion

Github: https://github.com/microsoft/nuwa

Paper: https://arxiv.org/abs/2111.12417v1

Dataset: https://paperswithcode.com/dataset/coco

@ArtificialIntelligencedl

🎼 KUIELab-MDX-Net: A Two-Stream Neural Network for Music Demixing

Github: https://github.com/kuielab/mdx-net

Paper: hhttps://arxiv.org/abs/2111.12203v1

Dataset: https://paperswithcode.com/dataset/musdb18

@ArtificialIntelligencedl

Emotion Embedding Spaces for Matching Music to Stories

Github: https://github.com/minzwon/text2music-emotion-embedding

Paper: https://arxiv.org/abs/2111.13468v1

Dataset: https://paperswithcode.com/dataset/audioset

@ArtificialIntelligencedl

COIN is the currently largest dataset for comprehensive instruction video analysis

Github: https://github.com/coin-dataset/annotations

Paper: https://arxiv.org/abs/2111.13813v1


@ArtificialIntelligencedl

Balanced Chamfer Distance as a Comprehensive Metric for Point Cloud Completion

Github: https://github.com/wutong16/density_aware_chamfer_distance

Paper: https://arxiv.org/abs/2111.12702

Dataset: https://paperswithcode.com/dataset/mvp


@ArtificialIntelligencedl

Dual Spoof Disentanglement Generation for Face Anti-spoofing with Depth Uncertainty Learning

Github: https://github.com/JDAI-CV/faceX-Zoo

Paper: https://arxiv.org/abs/2112.00568v1

Dataset: https://paperswithcode.com/dataset/replay-attack

@ArtificialIntelligencedl

Stationary Diffusion State Neural Estimation

Github: https://github.com/kunzhan/sdsne

Paper: https://arxiv.org/abs/2112.01334v1

@ArtificialIntelligencedl