会议速览

• AAAI 2022: Sep 09 2021 GMT+0800

• ICRA 2022: Sep 15 2021 GMT+0800

• ICASSP 2022: Oct 02 2021 GMT+0800

• ICLR 2022: Oct 06 2021 GMT+0800

• AISTATS 2022: Oct 15 2021 GMT+0800

• WWW 2022: Oct 22 2021 GMT+0800

• ACL 2022: Nov 16 2021 GMT+0800

• CVPR 2022: Nov 17 2021 GMT+0800

• LREC 2022: Jan 11 2022 GMT+0800

AAAI 2022

February 22 – March 1, 2022

全称：36th AAAI Conference on Artificial Intelligence

官网：https://aaai.org/Conferences/AAAI-22/

地点：Vancouver, BC, Canada

影响力值：25.57

H5 指数：126

CCF 分类：A 类

Core 分类：A* 类

录用率：AAAI 2021 - 1692/7911 (21.4%)

Tentative key dates are as follows: 

August 30, 2021: Abstracts due

September 8, 2021: Full papers due

October 1, 2021: Abstracts and full papers for NeurIPS fast track submissions due

October 15, 2021: Notification of Phase 1 rejections

November 29, 2021: Notification of final acceptance or rejection

Topics 

AAAI-22 welcomes submissions reporting research that advances artificial intelligence, broadly conceived. The conference scope includes machine learning (deep learning, statistical learning, etc), natural language processing, computer vision, data mining, multiagent systems, knowledge representation, human-in-the-loop AI, search, planning, reasoning, robotics and perception, and ethics. In addition to fundamental work focused on any one of these areas we expressly encourage work that cuts across technical areas of AI, (e.g., machine learning and computer vision; computer vision and natural language processing; or machine learning and planning), bridges between AI and a related research area (e.g., neuroscience; cognitive science) or develops AI techniques in the context of important application domains, such as healthcare, sustainability, transportation, and commerce.

ICRA 2022

May 23-27, 2022

全称：39th IEEE Conference on Robotics and Automation

官网：https://icra2022.org/

地点：Philadelphia (PA), USA

影响力值：15.84

H5 指数：94

CCF 分类：B 类

Core 分类：B 类

录用率：ICRA 2021 - 1950/4062 (48.0%)

Important Dates

Submissions for RA-L papers with ICRA presentation option: Sept 9, 2021

Submission of contributed papers: Sept 14, 2021

Video submissions for ICRA contributed papers: Sept 21, 2021

General Video submissions (not related to a contributed paper): Sept 21, 2021

Submission of workshop & tutorial proposals: Sept 24, 2021

Notification of acceptance of workshop & tutorial proposals: Dec 21, 2021

Notification of paper acceptance: Jan 31, 2022

Notification of acceptance of video submissions: Jan 31, 2022

Submission of final videos: March 1, 2022

Submission of final papers:March 1, 2022

Call for Papers

The 39th IEEE Conference on Robotics and Automation (ICRA) will take place at the Pennsylvania Convention Center in Philadelphia, USA on May 23-27, 2022. As the flagship conference of the IEEE Robotics and Automation Society, ICRA will bring together the world's top researchers and most important companies to share ideas and advances in our field. The conference will include plenary sessions, contributed paper sessions, workshops and tutorial sessions, forums, videos, exhibitions, and robot competitions.

As we celebrate the 60th anniversary of the first industrial robot, our discipline is advancing at tremendous pace while the socio-economic impact of our field continues to expand. Robotics and automation are increasingly taking the center stage in our lives and will play an important role in the future of work of our society, which is the theme of the conference. The ICRA 2022 conference will provide an ideal forum for sharing exciting scientific advances that will shape the future of work while also embracing economic and social considerations of our discipline. Please join by contributing to the ICRA 2022 program in the following ways.

ICASSP 2022

22-27 May 2022

全称：IEEE International Conference on Acoustics, Speech, and Signal Processing

官网：https://2022.ieeeicassp.org/

地点：Singapore

影响力值：12.04

H5 指数：86

CCF 分类：B 类

Core 分类：无

录用率：ICASSP 2021 - 1734/3610 (48.0%)

Important Dates 

Special Session Proposal Submission: August 09, 2021

Special Session Acceptance Notification: September 06, 2021

Tutorial Proposals Deadline: October 11, 2021

Full Paper Submission Deadline: October 01, 2021

Grand Challenge Proposal Submission: October 18, 2021

Grand Challenge Acceptance Notification: November 08, 2021

Tutorial Acceptance Notification: November 15, 2021

SPS Journal Papers and Letters Due: January 10, 2022

Paper Acceptance Notification: January 21, 2022

Final Paper Submission: February 17, 2022

Author Registration Deadline: February 17, 2022

Open Preview: April 22 – May 27, 2022

Show & Tell Proposals: March 07, 2022

Conference Topics

Applied Signal Processing Systems

Audio & Acoustic Signal Processing

Bio Imaging & Signal Processing

Compressive Sensing, Sampling, & Dictionary Learning

Computational Imaging

Computer Vision Financial Signal Processing

Deep Learning/Machine Learning for Signal Processing

Image, Video & Multidimensional Signal Processing

Industrial Signal Processing

Information Forensics & Security

Internet of Things

Multimedia Signal Processing

Quantum Signal Processing

Remote Sensing and Signal Processing

Sensor Array & Multichannel

Signal Processing

Signal Processing for Big Data

Signal Processing for Communication & Networking

Signal Processing for Cyber Security

Signal Processing for Education

Signal Processing Over Graphs

Signal Processing Theory & Methods

Speech & Language Processin

ICLR 2022

Apr 25th-29th, 2022

全称：Tenth International Conference on Learning Representations

官网：https://iclr.cc/

地点：Virtual conference

影响力值：11.38

H5 指数：203

CCF 分类：无

Core 分类：无

录用率：ICLR 2021 - 860/2997 (28.7%)

Important Dates

Abstract submission: Sep 28, 2021

Submission date: Oct 05, 2021

Reviews released: Nov 07, 2021

Author discussion period ends: Nov 21, 2021

Final decisions: Jan 24, 2022

Subject Areas

unsupervised, semi-supervised, and supervised representation learning

representation learning for planning and reinforcement learning

representation learning for computer vision and natural language processing

metric learning and kernel learning

sparse coding and dimensionality expansion

hierarchical models

optimization for representation learning

learning representations of outputs or states

Optimal transport

theoretical issues in deep learning

visualization or interpretation of learned representations

implementation issues, parallelization, software platforms, hardware

applications in audio, speech, robotics, neuroscience, computational biology, or any other field

societal considerations of representation learning including fairness, safety, privacy, and interpretability

AISTATS 2022

March 30 - April 1, 2022

全称：25th International Conference on Artificial Intelligence and Statistics

官网：https://www.aistats.org/aistats2022/

地点：Valencia, Spain

影响力值：9.9

H5 指数：57

CCF 分类：C 类

Core 分类：A 类

录用率：AISTATS 2021 - 455/1527 (29.8%)

Key Dates

Abstract submission deadline: Friday, 8 October 2021 11:59am (UTC)

Paper submission deadline: Friday, 15 October 2021 11:59am (UTC)

Supplementary material submission: Friday, 22 October 2021 11:59am (UTC)

Reviews released: Friday, November 26, 2021

Author rebuttals due: Friday, 3 December 2021 11:59am (UTC)

Final decisions: Tuesday, January 18, 2022

Camera-ready deadline: Wednesday, 23 February 2022 11:59am (UTC)

Tentative conference dates: March 30 - April 1, 2022

Conference start: Wednesday, March 30, 2022

Topics 

Machine learning methods and algorithms (classification, regression, unsupervised and semi-supervised learning, clustering, logic programming, …)

Probabilistic methods (Bayesian methods, approximate inference, density estimation, tractable probabilistic models, probabilistic programming, …)

Theory of machine learning and statistics (optimization, computational learning theory, decision theory and bandits, game theory, frequentist statistics, information theory, …)

Deep learning (theory, architectures, reinforcement learning, generative models, optimization for neural networks, …)

Ethical and trustworthy machine learning (causality, fairness, interpretability, privacy, robustness, safety, …)

Applications of machine learning and statistics (including natural language, signal processing, computer vision, social sciences, sustainability and climate, healthcare, economics, …)

WWW 2022

25 – 29 April 2022

全称：The ACM Web Conference 2022

官网：https://www2022.thewebconf.org/

地点：Lyon, France

影响力值：14.69

H5 指数：80

CCF 分类：A 类

Core 分类：A* 类

录用率：WWW 2021 - 357/1736 (20.6%)

Important Dates

Research papers abstracts submission deadline: October 14, 2021

Research papers submission deadline: October 21, 2021

Workshop proposals deadline: November 11, 2021

Tutorial proposals deadline: November 25, 2021

Research papers selection result notification: January 13, 2022

Developers proposals deadline: February 3, 2022

PhD symposium proposals deadline: February 3, 2022

Poster and demos proposals deadline: February 3, 2022

Authors registration deadline: March 3, 2022

ACL 2022

22nd - 27th May 2022

全称：60th Annual Meeting of the Association for Computational Linguistics

官网：https://2022.aclweb.org/

地点：Dublin

影响力值：10.56

H5 指数：135

CCF 分类：A 类

Core 分类：A* 类

录用率：ACL 2021 - ?/3350 (21.3%)

Important Dates

Paper submission deadline: November 15, 2021

Commitment deadline: January 7, 2022

Notification of acceptance: February 20, 2022

Deadline for authors to withdraws papers: February 23, 2022

Camera-ready version of papers due: March 15, 2022

Topics 

ACL 2022 aims to have a broad technical program. Relevant topics for the conference include, but are not limited to, the following areas (in alphabetical order):

Computational Social Science and Cultural Analytics

Dialogue and Interactive Systems

Discourse and Pragmatics

Ethics and NLP

Information Extraction

Information Retrieval and Text Mining

Interpretability and Analysis of Models for NLP

Language Grounding to Vision, Robotics and Beyond

Linguistic Theories, Cognitive Modeling, and Psycholinguistics

Machine Learning for NLP

Machine Translation and Multilinguality

NLP Applications

Phonology, Morphology, and Word Segmentation

Question Answering

Resources and Evaluation

Semantics: Lexical

Semantics: Sentence-level Semantics, Textual Inference, and Other Areas

Sentiment Analysis, Stylistic Analysis, and Argument Mining

Speech and Multimodality

Summarization

Syntax: Tagging, Chunking and Parsing

Theme: “Language Diversity: from Low-Resource to Endangered Languages”

CVPR 2022

June 21-24, 2022

全称：The Thirty-Third IEEE/CVF Conference on Computer Vision and Pattern Recognition

官网：http://cvpr2022.thecvf.com/

地点：New Orleans, Louisiana, USA

影响力值：51.98

H5 指数：299

CCF 分类：A 类

Core 分类：A* 类

录用率：CVPR 2021 - 1663/7039 (23.6%)

Important Dates

Paper Registration Deadline: November 9, 2021

Paper Submission Deadline: November 16, 2021

Supplementary Materials Deadline: November 23, 2021

Reviews Released to Authors: January 24, 2022

Rebuttal Due: January 31, 2022

Final Decisions to Authors: March 2, 2022

Call for Papers

Papers in the main technical program must describe high-quality, original research. Topics of interest include all aspects of computer vision and pattern recognition including, but not limited to:

3D from multi-view & sensors

3D from single images

Action/event recognition

Adversarial attacks & defense

Behavior analysis Biometrics

Computational photography

Computer vision theory

Computer vision for social good

Datasets and evaluation

Deep learning architectures & techniques

Document analysis and understanding

Efficient learning and inference

Explainable computer vision

Face and gesture

Image and video synthesis and generation

Low-level vision

Machine learning

Medical, biological and cell microscopy

Motion and tracking Navigation and autonomous driving

Optimization methods

Photogrammetry and remote sensing

Physics-based vision and shape-from-X

Pose estimation and tracking

Privacy & federated learning

Recognition: detection, categorization, retrieval

Representation learning

RGBD sensors and analytics

Robot vision

Scene analysis and understanding

Segmentation, grouping & shape analysis

Statistical methods

Transfer/low-shot/long-tail learning

Transparency, fairness, accountability, privacy & ethics in vision

Self-/semi-/meta-/unsupervised learning

Video analysis and understanding

Vision + graphics Vision + language Vision + X

Vision applications and systems Visual reasoning

LREC 2022

20-25 June 2022

全称：13th Conference on Language Resources and Evaluation

官网：https://lrec2022.lrec-conf.org/en/

地点：Palais du Pharo, Marseille, France

影响力值：3.13

H5 指数：38

CCF 分类：无

Core 分类：无

录用率：LREC 2018 - 718/1102 (65.0%)

Important Dates

Paper Registration Deadline: November 9, 2021

Paper Submission Deadline: November 16, 2021

Supplementary Materials Deadline: November 23, 2021

Reviews Released to Authors: January 24, 2022

Rebuttal Due: January 31, 2022

Final Decisions to Authors: March 2, 2022

Call for Papers

Issues in the design, construction and use of LRs: text, speech, sign, gesture, image, in single or multimodal/multimedia data.

• Guidelines, standards, best practices and models for LRs interoperability

• Methodologies and tools for LRs construction and annotation

• Methodologies and tools for extraction and acquisition of knowledge

• Ontologies, terminology and knowledge representation

• LRs and Semantic Web (including Linked Data, Knowledge Graphs, etc.)

• LRs and Crowdsourcing

• Metadata for LRs and semantic/content mark-up

Exploitation of LRs in systems and applications

• Sign language, multimedia information and multimodal communication

• LRs in systems and applications such as: information extraction, information retrieval, audio-visual and multimedia search, speech dictation, meeting transcription, Computer-Aided Language Learning, training and education, mobile communication, machine translation, speech translation, summarisation, semantic search, text mining, inferencing, reasoning, sentiment analysis/opinion mining, etc.

• Interfaces: (speech-based) dialogue systems, natural language and multimodal/multisensory interactions, voice-activated services, etc.

• Use of (multilingual) LRs in various fields of application like e-government, e-participation, e-culture, e-health, mobile applications, digital humanities, social sciences, etc.

• Industrial LRs requirements

• User needs, LT for accessibility

LRs in the age of deep neural networks

• Semi-supervised, weakly-supervised and unsupervised machine learning approaches

• Representation Learning for language

• Techniques for (semi-)automatically generating training data

• Cross-language NLP & Cross-domain NLP with reduction of human effort

Issues in LT evaluation

• LT evaluation methodologies, protocols and measures

• Validation and quality assurance of LRs

• Benchmarking of systems and products

• Usability evaluation of HLT-based user interfaces and dialogue systems

• User satisfaction evaluation

General issues regarding LRs & Evaluation

• International and national activities, projects and initiatives

• Priorities, perspectives, strategies in national and international policies for LRs

• Multilingual issues, language coverage and diversity, less-resourced languages

• Open, linked and shared data and tools, open and collaborative architectures

• Replicability and reproducibility issues

• Organisational, economical, ethical and legal issues

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