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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