Prosecution Insights
Prosecution Insights
Tech Center 2100 • Art Units: 2126
This examiner grants 36% of resolved cases
| App # | Title | Status | Assignee |
|---|---|---|---|
| 17708585 | ELECTRONIC DEVICE FOR PROCESSING DATA BASED ON ARTIFICIAL INTELLIGENCE MODEL AND METHOD FOR OPERATING THE SAME | Final Rejection | Samsung Electronics Co., Ltd. |
| 17318513 | PREDICTION MODEL CONVERSION METHOD AND PREDICTION MODEL CONVERSION SYSTEM | Final Rejection | Panasonic Intellectual Property Corporation of America |
| 17658843 | DEVICE AND IN PARTICULAR COMPUTER-IMPLEMENTED METHOD FOR VERIFICATION | Final Rejection | Robert Bosch GmbH |
| 18394615 | Systems and Methods for Model Training Based on Feature Fusion of Multiple Data Types | Final Rejection | GOOGLE LLC |
| 17297839 | SYSTEMS AND METHODS FOR MODEL TRAINING BASED ON FEATURE FUSION OF MULTIPLE DATA TYPES | Final Rejection | GOOGLE LLC |
| 18402051 | EFFICIENT EXECUTION OF MACHINE LEARNING MODELS BASED ON SPARSE DICTIONARIES | Non-Final OA | QUALCOMM Incorporated |
| 18569705 | SIMULATED ANNEALING DEVICE AND SIMULATED ANNEALING METHOD | Non-Final OA | NEC Corporation |
| 18790920 | DETERMINING BIAS-CAUSING FEATURES OF A MACHINE LEARNING MODEL | Final Rejection | Snowflake Inc. |
| 17371551 | SYSTEM AND METHOD FOR EVALUATING MACHINE LEARNING MODEL BEHAVIOR OVER DATA SEGMENTS | Non-Final OA | Snowflake Inc. |
| 18521391 | APPARATUS AND METHOD FOR EVALUATING CORRECTNESS OF AI/ML MODEL | Non-Final OA | ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE |
| 18565706 | MEASURING A VALUE OF A PHYSICAL VARIABLE OF A TECHNICAL SYSTEM | Non-Final OA | Siemens Aktiengesellschaft |
| 17328779 | SYSTEMS AND METHODS FOR HIERARCHICAL MULTI-LABEL CONTRASTIVE LEARNING | Final Rejection | salesforce.com, inc. |
| 18459083 | SHARPNESS-AWARE MINIMIZATION FOR ROBUSTNESS IN SPARSE NEURAL NETWORKS | Non-Final OA | NVIDIA Corporation |
| 17029725 | TRANSFER LEARNING FOR NEURAL NETWORKS | Final Rejection | Nvidia Corporation |
| 18295665 | RECOMMENDING BACKGROUNDS BASED ON USER INTENT | Final Rejection | Adobe Inc. |
| 18395267 | REAL-TIME MACHINE LEARNING TECHNIQUES FOR PROACTIVELY GENERATING AND ACTING ON USER-SPECIFIC ACTIVITY INSIGHTS | Non-Final OA | Optum, Inc. |
| 16991154 | Control Platform Using Machine Learning for Remote Mobile Device Wake Up | Final Rejection | Allstate Insurance Company |
| 17350034 | FEATURE SELECTION USING TESTING DATA | Final Rejection | International Business Machines Corporation |
| 17210150 | ANALYZING MACHINE LEARNING CURVES OF SOFTWARE ROBOTS | Final Rejection | INTERNATIONAL BUSINESS MACHINES CORPORATION |
| 17207903 | COGNITIVE FRAMEWORK FOR PRIVACY-DRIVEN USER DATA SHARING | Non-Final OA | International Business Machines Corporation |
| 17293980 | DEEP NEURAL NETWORK WITH COMPOSITIONAL GRAMMATICAL ARCHITECTURES | Non-Final OA | NORTH CAROLINA STATE UNIVERSITY |
| 18281711 | REINFORCEMENT LEARNING USING AN ENSEMBLE OF DISCRIMINATOR MODELS | Non-Final OA | DeepMind Technologies Limited |
| 17979487 | METHOD AND SYSTEM FOR KNOWLEDGE DISTILLATION TECHNIQUE IN MULTIPLE CLASS COLLABORATIVE FILTERING ENVIRONMENT | Final Rejection | IUCF-HYU (INDUSTRY-UNIVERSITY COOPERATION FOUNDATION HANYANG UNIVERSITY) |
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