Pin-Yu Chen

Person

Yorktown Heights, NY, US

People

Patents Grantslast 30 patents

Information Patent Grant
Transfer learning with machine learning systems
- Patent number 12,061,991
- Issue date Aug 13, 2024
- International Business Machines Corporation
- Pin-Yu Chen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Counterfactual debiasing inference for compositional action recogni...
- Patent number 12,020,480
- Issue date Jun 25, 2024
- International Business Machines Corporation
- Bo Wu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
State-augmented reinforcement learning
- Patent number 11,880,765
- Issue date Jan 23, 2024
- International Business Machines Corporation
- Pin-Yu Chen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Graph similarity analytics
- Patent number 11,853,713
- Issue date Dec 26, 2023
- International Business Machines Corporation
- Pin-Yu Chen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Self-supervised semantic shift detection and alignment
- Patent number 11,853,702
- Issue date Dec 26, 2023
- International Business Machines Corporation
- Pin-Yu Chen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Testing adversarial robustness of systems with limited access
- Patent number 11,836,256
- Issue date Dec 5, 2023
- International Business Machines Corporation
- Pin-Yu Chen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Contrastive explanations for images with monotonic attribute functions
- Patent number 11,640,532
- Issue date May 2, 2023
- International Business Machines Corporation
- Ronny Luss
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Framework for certifying a lower bound on a robustness level of con...
- Patent number 11,625,487
- Issue date Apr 11, 2023
- International Business Machines Corporation
- Pin-Yu Chen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Explainable machine learning based on heterogeneous data
- Patent number 11,604,994
- Issue date Mar 14, 2023
- International Business Machines Corporation
- Yada Zhu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Integrated noise generation for adversarial training
- Patent number 11,586,912
- Issue date Feb 21, 2023
- International Business Machines Corporation
- Chia-Yu Chen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Mitigating adversarial effects in machine learning systems
- Patent number 11,568,282
- Issue date Jan 31, 2023
- International Business Machines Corporation
- Pin-Yu Chen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Inducing creativity in an artificial neural network
- Patent number 11,568,267
- Issue date Jan 31, 2023
- International Business Machines Corporation
- Payel Das
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Summarizing videos via side information
- Patent number 11,538,248
- Issue date Dec 27, 2022
- International Business Machines Corporation
- Rameswar Panda
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Model agnostic contrastive explanations for structured data
- Patent number 11,507,787
- Issue date Nov 22, 2022
- International Business Machines Corporation
- Amit Dhurandhar
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Training robust machine learning models
- Patent number 11,416,775
- Issue date Aug 16, 2022
- International Business Machines Corporation
- Pin-yu Chen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Interpretability-aware adversarial attack and defense method for de...
- Patent number 11,397,891
- Issue date Jul 26, 2022
- International Business Machines Corporation
- Sijia Liu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Detecting trojan neural networks
- Patent number 11,394,742
- Issue date Jul 19, 2022
- International Business Machines Corporation
- Sijia Liu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Computational efficiency in symbolic sequence analytics using rando...
- Patent number 11,227,231
- Issue date Jan 18, 2022
- International Business Machines Corporation
- Lingfei Wu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Contrastive explanations for images with monotonic attribute functions
- Patent number 11,222,242
- Issue date Jan 11, 2022
- International Business Machines Corporation
- Ronny Luss
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Arranging content on a user interface of a computing device
- Patent number 11,113,741
- Issue date Sep 7, 2021
- International Business Machines Corporation
- Yada Zhu
- G06 - COMPUTING CALCULATING COUNTING

Patents Applicationslast 30 patents

Information Patent Application
DETECTING ACTIONS IN VIDEO USING MACHINE LEARNING AND BASED ON BIDI...
- Publication number 20240303508
- Publication date Sep 12, 2024
- International Business Machines Corporation
- Bo WU
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
REPROGRAMMABLE FEDERATED LEARNING
- Publication number 20240256894
- Publication date Aug 1, 2024
- International Business Machines Corporation
- Pin-Yu Chen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
FINE-TUNING JOINT TEXT-IMAGE ENCODERS USING REPROGRAMMING
- Publication number 20240212327
- Publication date Jun 27, 2024
- International Business Machines Corporation
- Andrew GENG
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
CERTIFICATION-BASED ROBUST TRAINING BY REFINING DECISION BOUNDARY
- Publication number 20240096057
- Publication date Mar 21, 2024
- International Business Machines Corporation
- Lam Minh Nguyen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
TESTING ADVERSARIAL ROBUSTNESS OF SYSTEMS WITH LIMITED ACCESS
- Publication number 20240045974
- Publication date Feb 8, 2024
- International Business Machines Corporation
- Pin-Yu Chen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Temporal Action Localization with Mutual Task Guidance
- Publication number 20240037940
- Publication date Feb 1, 2024
- International Business Machines Corporation
- Bo Wu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
PROTEIN STRUCTURE PREDICTION USING MACHINE LEARNING
- Publication number 20230409898
- Publication date Dec 21, 2023
- International Business Machines Corporation
- Pin-Yu Chen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
NEURAL CAPACITANCE: NEURAL NETWORK SELECTION VIA EDGE DYNAMICS
- Publication number 20230401435
- Publication date Dec 14, 2023
- International Business Machines Corporation
- Pin-Yu Chen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
IMAGE GROUNDING WITH MODULARIZED GRAPH ATTENTIVE NETWORKS
- Publication number 20230368510
- Publication date Nov 16, 2023
- International Business Machines Corporation
- Zhenfang Chen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
COUNTERFACTUAL DEBIASING INFERENCE FOR COMPOSITIONAL ACTION RECOGNI...
- Publication number 20230368529
- Publication date Nov 16, 2023
- International Business Machines Corporation
- Bo Wu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Compositional Action Machine Learning Mechanisms
- Publication number 20230360364
- Publication date Nov 9, 2023
- International Business Machines Corporation
- Bo Wu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
DETERMINING ANALYTICAL MODEL ACCURACY WITH PERTURBATION RESPONSE
- Publication number 20230325469
- Publication date Oct 12, 2023
- International Business Machines Corporation
- Yair Zvi Schiff
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
MODEL-AGNOSTIC INPUT TRANSFORMATION FOR NEURAL NETWORKS
- Publication number 20230214705
- Publication date Jul 6, 2023
- International Business Machines Corporation
- Pin-Yu Chen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
DECENTRALIZED POLICY GRADIENT DESCENT AND ASCENT FOR SAFE MULTI-AGE...
- Publication number 20230113168
- Publication date Apr 13, 2023
- International Business Machines Corporation
- Songtao Lu
- B60 - VEHICLES IN GENERAL
Information Patent Application
EMBEDDING-BASED GENERATIVE MODEL FOR PROTEIN DESIGN
- Publication number 20220375538
- Publication date Nov 24, 2022
- International Business Machines Corporation
- Payel Das
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
KNOWLEDGE GRAPHS IN MACHINE LEARNING DECISION OPTIMIZATION
- Publication number 20220269936
- Publication date Aug 25, 2022
- International Business Machines Corporation
- Yada Zhu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Distributed Adversarial Training for Robust Deep Neural Networks
- Publication number 20220261626
- Publication date Aug 18, 2022
- International Business Machines Corporation
- Sijia Liu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
GENERATING UNSUPERVISED ADVERSARIAL EXAMPLES FOR MACHINE LEARNING
- Publication number 20220253714
- Publication date Aug 11, 2022
- International Business Machines Corporation
- Pin-Yu Chen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SELF-SUPERVISED SEMANTIC SHIFT DETECTION AND ALIGNMENT
- Publication number 20220245348
- Publication date Aug 4, 2022
- International Business Machines Corporation
- Pin-Yu Chen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Summarizing Videos Via Side Information
- Publication number 20220129679
- Publication date Apr 28, 2022
- International Business Machines Corporation
- Rameswar Panda
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
STATE-AUGMENTED REINFORCEMENT LEARNING
- Publication number 20220121921
- Publication date Apr 21, 2022
- International Business Machines Corporation
- Pin-Yu Chen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
CONTRASTIVE EXPLANATIONS FOR IMAGES WITH MONOTONIC ATTRIBUTE FUNCTIONS
- Publication number 20220092360
- Publication date Mar 24, 2022
- International Business Machines Corporation
- Ronny Luss
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
TRANSFER LEARNING WITH MACHINE LEARNING SYSTEMS
- Publication number 20220092407
- Publication date Mar 24, 2022
- International Business Machines Corporation
- Pin-Yu Chen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
QUERY-BASED MOLECULE OPTIMIZATION AND APPLICATIONS TO FUNCTIONAL MO...
- Publication number 20220076137
- Publication date Mar 10, 2022
- International Business Machines Corporation
- Samuel Chung Hoffman
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
DETECTING TROJAN NEURAL NETWORKS
- Publication number 20220053005
- Publication date Feb 17, 2022
- International Business Machines Corporation
- Sijia Liu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
EFFICIENT SEARCH OF ROBUST ACCURATE NEURAL NETWORKS
- Publication number 20220012572
- Publication date Jan 13, 2022
- International Business Machines Corporation
- Pin-Yu Chen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
FILTERING ARTIFICIAL INTELLIGENCE DESIGNED MOLECULES FOR LABORATORY...
- Publication number 20210366580
- Publication date Nov 25, 2021
- International Business Machines Corporation
- Payel Das
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
ROBUSTNESS-AWARE QUANTIZATION FOR NEURAL NETWORKS AGAINST WEIGHT PE...
- Publication number 20210334646
- Publication date Oct 28, 2021
- International Business Machines Corporation
- Sijia Liu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
TRAINING ROBUST MACHINE LEARNING MODELS
- Publication number 20210326745
- Publication date Oct 21, 2021
- International Business Machines Corporation
- Pin-yu CHEN
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Inducing Creativity in an Artificial Neural Network
- Publication number 20210287101
- Publication date Sep 16, 2021
- International Business Machines Corporation
- Payel Das
- G06 - COMPUTING CALCULATING COUNTING

Pin-Yu Chen

Person

Patents Grantslast 30 patents

Transfer learning with machine learning systems

Counterfactual debiasing inference for compositional action recogni...

State-augmented reinforcement learning

Graph similarity analytics

Self-supervised semantic shift detection and alignment

Testing adversarial robustness of systems with limited access

Contrastive explanations for images with monotonic attribute functions

Framework for certifying a lower bound on a robustness level of con...

Explainable machine learning based on heterogeneous data

Integrated noise generation for adversarial training

Mitigating adversarial effects in machine learning systems

Inducing creativity in an artificial neural network

Summarizing videos via side information

Model agnostic contrastive explanations for structured data

Training robust machine learning models

Interpretability-aware adversarial attack and defense method for de...

Detecting trojan neural networks

Computational efficiency in symbolic sequence analytics using rando...

Contrastive explanations for images with monotonic attribute functions

Arranging content on a user interface of a computing device

Patents Applicationslast 30 patents

DETECTING ACTIONS IN VIDEO USING MACHINE LEARNING AND BASED ON BIDI...

REPROGRAMMABLE FEDERATED LEARNING

FINE-TUNING JOINT TEXT-IMAGE ENCODERS USING REPROGRAMMING

CERTIFICATION-BASED ROBUST TRAINING BY REFINING DECISION BOUNDARY

TESTING ADVERSARIAL ROBUSTNESS OF SYSTEMS WITH LIMITED ACCESS

Temporal Action Localization with Mutual Task Guidance

PROTEIN STRUCTURE PREDICTION USING MACHINE LEARNING

NEURAL CAPACITANCE: NEURAL NETWORK SELECTION VIA EDGE DYNAMICS

IMAGE GROUNDING WITH MODULARIZED GRAPH ATTENTIVE NETWORKS

COUNTERFACTUAL DEBIASING INFERENCE FOR COMPOSITIONAL ACTION RECOGNI...

Compositional Action Machine Learning Mechanisms

DETERMINING ANALYTICAL MODEL ACCURACY WITH PERTURBATION RESPONSE

MODEL-AGNOSTIC INPUT TRANSFORMATION FOR NEURAL NETWORKS

DECENTRALIZED POLICY GRADIENT DESCENT AND ASCENT FOR SAFE MULTI-AGE...

EMBEDDING-BASED GENERATIVE MODEL FOR PROTEIN DESIGN

KNOWLEDGE GRAPHS IN MACHINE LEARNING DECISION OPTIMIZATION

Distributed Adversarial Training for Robust Deep Neural Networks

GENERATING UNSUPERVISED ADVERSARIAL EXAMPLES FOR MACHINE LEARNING

SELF-SUPERVISED SEMANTIC SHIFT DETECTION AND ALIGNMENT

Summarizing Videos Via Side Information

STATE-AUGMENTED REINFORCEMENT LEARNING

CONTRASTIVE EXPLANATIONS FOR IMAGES WITH MONOTONIC ATTRIBUTE FUNCTIONS

TRANSFER LEARNING WITH MACHINE LEARNING SYSTEMS

QUERY-BASED MOLECULE OPTIMIZATION AND APPLICATIONS TO FUNCTIONAL MO...

DETECTING TROJAN NEURAL NETWORKS

EFFICIENT SEARCH OF ROBUST ACCURATE NEURAL NETWORKS

FILTERING ARTIFICIAL INTELLIGENCE DESIGNED MOLECULES FOR LABORATORY...

ROBUSTNESS-AWARE QUANTIZATION FOR NEURAL NETWORKS AGAINST WEIGHT PE...

TRAINING ROBUST MACHINE LEARNING MODELS

Inducing Creativity in an Artificial Neural Network