- Published on
Supervised-learning
Show all tags
- large-language-models (189)
- machine-learning (40)
- deep-learning (39)
- reinforcement-learning (34)
- computational-efficiency (32)
- neural-networks (30)
- natural-language-processing (25)
- diffusion-models (22)
- fine-tuning (22)
- graph-neural-networks (18)
- foundation-models (17)
- scalability (17)
- retrieval-augmented-generation (15)
- transformers (15)
- multimodal-large-language-models (15)
- benchmark-datasets (15)
- computer-vision (15)
- artificial-intelligence (15)
- data-augmentation (15)
- image-classification (14)
- 3d-gaussian-splatting (14)
- accuracy (14)
- convolutional-neural-networks (14)
- vision-language-models (14)
- robustness (14)
- deep-neural-networks (13)
- computational-costs (13)
- datasets (13)
- autonomous-driving (13)
- performance-evaluation (12)
- language-models (12)
- classification (12)
- benchmarking (12)
- performance-improvement (11)
- state-of-the-art-performance (11)
- f1-score (11)
- evaluation-metrics (11)
- transformer-architectures (11)
- generalization (11)
- model-performance (11)
- vision-transformers (11)
- federated-learning (11)
- few-shot-learning (11)
- in-context-learning (10)
- robotics (10)
- deep-learning-models (10)
- interpretability (10)
- generative-models (10)
- unsupervised-learning (9)
- novel-view-synthesis (9)
- efficiency (9)
- feature-extraction (9)
- object-detection (8)
- benchmark (8)
- self-supervised-learning (8)
- fairness (8)
- stochastic-gradient-descent (8)
- uncertainty-quantification (8)
- anomaly-detection (8)
- image-generation (8)
- reasoning (7)
- collision-avoidance (7)
- machine-learning-models (7)
- transformer-based-models (7)
- autonomous-vehicles (7)
- generalizability (7)
- random-forest (7)
- optimization (7)
- continual-learning (7)
- catastrophic-forgetting (7)
- remote-sensing (7)
- computational-complexity (7)
- motion-planning (7)
- video-diffusion-models (7)
- hyperparameter-tuning (7)
- latent-space (7)
- model-evaluation (7)
- synthetic-data (7)
- explainability (7)
- 3d-reconstruction (7)
- medical-imaging (7)
- overfitting (7)
- contrastive-learning (7)
- benchmark-evaluation (7)
- synthetic-datasets (7)
- knowledge-distillation (7)
- large-scale-dataset (7)
- simulation (6)
- code-generation (6)
- state-space-model (6)
- prompt-engineering (6)
- imitation-learning (6)
- deep-reinforcement-learning (6)
- multi-task-learning (6)
- optimization-problems (6)
- predictive-performance (6)
- evaluation-benchmarks (6)
- dimensionality-reduction (6)
- low-rank-adaptation (6)
- vision-language-model (6)
- direct-preference-optimization (6)
- computational-overhead (6)
- real-world-datasets (6)
- theoretical-analysis (6)
- virtual-reality (6)
- multi-agent-reinforcement-learning (6)
- time-series-forecasting (6)
- generative-ai (6)
- multi-modal-large-language-model (6)
- data-privacy (6)
- computational-resources (6)
- zero-shot-learning (6)
- adversarial-attacks (6)
- visual-question-answering (6)
- video-understanding (6)
- human-robot-interaction (6)
- hallucinations (6)
- logistic-regression (6)
supervised-learning (5)
- medical-image-segmentation (5)
- semantic-segmentation (5)
- data-scarcity (5)
- support-vector-machines (5)
- mixture-of-experts (5)
- supervised-fine-tuning (5)
- real-time-rendering (5)
- contextual-information (5)
- sample-complexity (5)
- explainable-ai (5)
- empirical-evaluations (5)
- human-computer-interaction (5)
- evaluation-framework (5)
- video-generation (5)
- robot-learning (5)
- text-to-image-diffusion-models (5)
- edge-devices (5)
- chain-of-thought-reasoning (5)
- energy-efficiency (5)
- performance-metrics (5)
- downstream-tasks (5)
- natural-language-descriptions (5)
- dataset-creation (5)
- mitigation-strategies (5)
- segmentation (5)
- segment-anything-model (5)
- temporal-dynamics (5)
- attack-success-rate (5)
- model-architecture (5)
- point-clouds (5)
- gaussian-splatting (5)
- llms (5)
- knowledge-transfer (5)
- neural-radiance-fields (5)
- parameter-efficient-fine-tuning (5)
- chain-of-thought-prompting (4)
- domain-generalization (4)
- safety (4)
- dynamic-environments (4)
- data-preprocessing (4)
- conformal-prediction (4)
- named-entity-recognition (4)
- meta-learning (4)
- prediction (4)
- visual-quality (4)
- machine-translation (4)
- inference-time (4)
- latent-diffusion-models (4)
- classification-accuracy (4)
- cross-attention (4)
- self-attention (4)
- image-fusion (4)
- dataset-construction (4)
- lora (4)
- training-data (4)
- predictive-modeling (4)
- data-distribution (4)
- decision-making (4)
- low-resource-languages (4)
- lightweight-models (4)
- privacy-concerns (4)
- data-analysis (4)
- gradient-based-optimization (4)
- pre-trained-models (4)
- predictive-models (4)
- clinical-notes (4)
- model-accuracy (4)
- dynamic-scenes (4)
- defense-mechanisms (4)
- physics-informed-neural-networks (4)
- contrastive-loss (4)
- automatic-speech-recognition (4)
- attention-mechanism (4)
- depth-estimation (4)
- latent-representations (4)
- event-cameras (4)
- synthetic-data-generation (4)
- domain-adaptation (4)
- reasoning-capabilities (4)
- data-quality (4)
- model-predictive-control (4)
- simulation-experiments (4)
- curriculum-learning (4)
- evaluation-dataset (4)
- backdoor-attacks (4)
- data-heterogeneity (4)
- multi-robot-systems (4)
- inference-speeds (4)
- reasoning-tasks (4)
- social-media (4)
- temporal-modeling (4)
- reproducibility (4)
- domain-specific-knowledge (4)
- vision-foundation-models (4)
- clip (4)
- semantic-information (4)
- transformer-models (4)
- cross-validation (4)
- imagenet (4)
- diagnostic-accuracy (4)
- adversarial-training (4)
- evolutionary-algorithms (4)
- signal-to-noise-ratio (4)
- human-evaluation (3)
- test-time-scaling (3)
- robustness-evaluation (3)
- remote-sensing-imagery (3)
- augmented-reality (3)
- quantization (3)
- satellite-imagery (3)
- path-planning (3)
- face-anti-spoofing (3)
- binary-classification (3)
- multi-class-classification (3)
- k-nearest-neighbors (3)
- artificial-neural-networks (3)
- model-generalization (3)
- uncertainty-estimation (3)
- model-robustness (3)
- control (3)
- predictive-accuracy (3)
- multi-objective-optimization (3)
- loss-functions (3)
- image-text-pairs (3)
- embedding-models (3)
- cifar-10 (3)
- cifar-100 (3)
- class-imbalance (3)
- classification-tasks (3)
- autonomous-agents (3)
- learning-based-approaches (3)
- multi-agent-framework (3)
- watermarking (3)
- autoregressive-models (3)
- deep-learning-architecture (3)
- ai-agents (3)
- training-free-method (3)
- parameter-efficiency (3)
- trajectory-prediction (3)
- image-resolution (3)
- feature-learning (3)
- nonconvex-optimization (3)
- convergence-rate (3)
- whole-slide-images (3)
- ai-models (3)
- navigation (3)
- generative-modeling (3)
- function-approximation (3)
- scientific-discovery (3)
- gradient-flow (3)
- learning-algorithms (3)
- multi-layer-perceptron (3)
- assistive-technologies (3)
- nuscenes-dataset (3)
- robotic-systems (3)
- text-to-image-models (3)
- data-acquisition (3)
- visual-grounding (3)
- vision-tasks (3)
- visual-perception (3)
- evaluation-protocol (3)
- natural-language-understanding (3)
- underwater-acoustic-localization (3)
- unsupervised-domain-adaptation (3)
- image-recognition (3)
- future-research-directions (3)
- security-risks (3)
- non-iid-data (3)
- partial-differential-equations (3)
- key-value-cache (3)
- inference-latency (3)
- ai-applications (3)
- multi-agent-systems (3)
- sequential-decision-making (3)
- robotic-manipulation (3)
- state-of-the-art-accuracy (3)
- gpt-4 (3)
- unstructured-data (3)
- neuroscience (3)
- encoder-decoder-architecture (3)
- bayesian-optimization (3)
- image-editing (3)
- experimental-results (3)
- recommender-systems (3)
- model-complexity (3)
- training-strategies (3)
- knowledge-editing (3)
- biomedical-research (3)
- image-restoration (3)
- annotations (3)
- diagnosis (3)
- gender-bias (3)
- manifold-learning (3)
- real-world-environments (3)
- feature-selection (3)
- pseudo-labels (3)
- data-leakage (3)
- real-world-applications (3)
- digital-pathology (3)
- communication-efficiency (3)
- controllability (3)
- multimodal-reasoning (3)
- mathematical-reasoning (3)
- sample-efficiency (3)
- artificial-general-intelligence (3)
- instruction-tuning (3)
- information-flow (3)
- transfer-learning (3)
- finetuning (3)
- fine-tuning-strategies (3)
- tracking (3)
- high-dimensional-data (3)
- accuracy-improvement (3)
- cnn (3)
- feature-space (3)
- contrastive-language-image-pre-training (3)
- numerical-experiments (3)
- large-vision-language-models (3)
- evaluation-methods (3)
- machine-unlearning (3)
- explainable-artificial-intelligence (3)
- energy-consumption (3)
- spatial-reasoning (3)
- large-multimodal-models (3)
- dynamical-systems (3)
- conditional-diffusion-model (3)
- mobile-devices (3)
- non-convex-optimization (3)
- image-captioning (3)
- text-to-image-generation (3)
- fine-tuning-techniques (3)
- probability-distributions (3)
- automation (3)
- digital-twins (3)
- 3d-gaussians (3)
- detection (3)
- self-consistency (3)
- multilingual-capabilities (3)
- public-datasets (3)
- urban-planning (3)
- privacy (3)
- multi-view-diffusion-models (3)
- gaussian-processes (3)
- representation-learning (3)
- classification-model (3)
- implicit-neural-representation (3)
- generalization-capabilities (3)
- majority-voting (2)
- long-range-dependency (2)
- activation-functions (2)
- naive-bayes (2)
- label-noise (2)
- domain-shift (2)
- embodied-ai (2)
- factual-accuracy (2)
- hardware-acceleration (2)
- computer-vision-tasks (2)
- underwater-robotics (2)
- human-poses (2)
- reward-design (2)
- zero-shot-generation (2)
- vector-representations (2)
- textual-descriptions (2)
- feature-disentanglement (2)
- performance-gains (2)
- caching-mechanism (2)
- feature-augmentation (2)
- memorization (2)
- performance-degradation (2)
- sharpness-aware-minimization (2)
- precision (2)
- recall (2)
- transformer-based-architectures (2)
- model-compression (2)
- resource-constrained-edge-devices (2)
- auc-roc (2)
- virtual-environments (2)
- agents (2)
- machine-learning-algorithms (2)
- speech-emotion-recognition (2)
- risk-control (2)
- intelligent-transportation-systems (2)
- theoretical-framework (2)
- spatio-temporal-dependencies (2)
- gated-recurrent-units (2)
- reward-shaping (2)
- focal-loss (2)
- open-source-dataset (2)
- text-to-speech-systems (2)
- image-quality (2)
- digital-media (2)
- coherence (2)
- information-retrieval (2)
- chain-of-thought (2)
- inference-time-scaling (2)
- neural-architecture-search (2)
- workflows (2)
- generative-large-language-models (2)
- formal-verification (2)
- forecasting (2)
- predictive-capability (2)
- optimization-process (2)
- visual-cues (2)
- temporal-cues (2)
- artificial-intelligence-generated-content (2)
- sparse-pca (2)
- principal-component-analysis (2)
- face-recognition (2)
- entropy-model (2)
- compression-framework (2)
- evaluation-methodologies (2)
- personalization (2)
- diabetes (2)
- automated-evaluation (2)
- obesity (2)
- storytelling (2)
- comics (2)
- multimodal-perception (2)
- trustworthiness (2)
- architectures (2)
- training (2)
- productivity (2)
- feature-processing (2)
- character-consistency (2)
- transformer-module (2)
- text-encoder (2)
- model-reasoning (2)
- inference (2)
- routing-mechanism (2)
- gpt-models (2)
- autonomous-driving-systems (2)
- next-scale-prediction (2)
- efficiency-improvement (2)
- generative-frameworks (2)
- feature-engineering (2)
- tabular-data (2)
- regression-tasks (2)
- emergent-behaviors (2)
- multiple-instance-learning (2)
- low-dimensional-latent-space (2)
- classical-approaches (2)
- cognitive-science (2)
- image-super-resolution (2)
- locomotion (2)
- weather-forecasting (2)
- variational-quantum-circuits (2)
- quantum-machine-learning (2)
- robustness-to-domain-shifts (2)
- bayesian-inference (2)
- prediction-accuracy (2)
- pattern-recognition (2)
- graph-convolutional-networks (2)
- learning-dynamics (2)
- molecular-dynamics (2)
- urban-settings (2)
- data-structure (2)
- radiomic-features (2)
- entropy (2)
- text-generation (2)
- toxicity-detection (2)
- multimodal-integration (2)
- training-strategy (2)
- systematic-evaluation (2)
- wasserstein-distance (2)
- gradient-propagation (2)
- performance-analysis (2)
- real-time-inference (2)
- shap (2)
- feature-attribution-methods (2)
- non-prehensile-manipulation (2)
- vision-language-understanding (2)
- action-understanding (2)
- spatial-awareness (2)
- feature-fusion (2)
- self-attention-mechanisms (2)
- real-world-scenarios (2)
- hypothesis-generation (2)
- literature-review (2)
- signal-energy-estimation (2)
- model-uncertainty (2)
- end-to-end-training (2)
- generalization-performance (2)
- temporal-coherence (2)
- manipulation-tasks (2)
- dynamic-resource-allocation (2)
- inference-efficiency (2)
- memory-costs (2)
- privacy-risks (2)
- interoperability (2)
- error-analysis (2)
- data-driven-methods (2)
- numerical-stability (2)
- gpu-memory-usage (2)
- sentiment-analysis (2)
- temporal-dependencies (2)
- visual-information (2)
- scene-geometry (2)
- geometric-deep-learning (2)
- back-translation (2)
- code-switching (2)
- scene-reconstruction (2)
- out-of-distribution-generalization (2)
- humanoid-robot (2)
- psychology (2)
- memory (2)
- agent-behaviors (2)
- vision-language-foundation-models (2)
- spurious-correlations (2)
- structural-causal-models (2)
- gpt-35-turbo (2)
- cognitive-skills (2)
- real-time-control (2)
- hybrid-architecture (2)
- policy-optimization (2)
- keypoints (2)
- feature-matching (2)
- multimodal-llms (2)
- visualization (2)
- task-planning (2)
- narratives (2)
- video-benchmarks (2)
- patient-safety (2)
- riemannian-geometry (2)
- text-embeddings (2)
- real-time-operation (2)
- automated-pipelines (2)
- zero-shot-transfer (2)
- spatial-perception (2)
- 3d-scenes (2)
- simulation-results (2)
- edge-inference (2)
- indoor-scene-reconstruction (2)
- randomized-smoothing (2)
- certified-robustness (2)
- earth-system-models (2)
- linear-regression (2)
- open-source-framework (2)
- deep-generative-models (2)
- source-free-domain-adaptation (2)
- accuracy-gains (2)
- medical-image-classification (2)
- prompt-tuning (2)
- visual-encoder (2)
- few-shot-adaptation (2)
- small-targets (2)
- racial-bias (2)
- reinforcement-learning-with-human-feedback (2)
- human-intervention (2)
- regularization (2)
- carla-simulator (2)
- covariate-shift (2)
- commonsense-reasoning (2)
- search-space (2)
- relation-extraction (2)
- self-training (2)
- world-model (2)
- cost-efficiency (2)
- discriminative-features (2)
- dataset-distillation (2)
- deep-networks (2)
- generative-reward-model (2)
- data-compression (2)
- spatial-resolutions (2)
- rate-distortion-performance (2)
- security-vulnerabilities (2)
- control-policies (2)
- 3d-scene-reconstruction (2)
- diversity (2)
- flexibility (2)
- customization (2)
- nonlinearities (2)
- spatial-information (2)
- density-estimation (2)
- inference-costs (2)
- language-tasks (2)
- deepseek-r1 (2)
- robot-navigation (2)
- graph-attention-network (2)
- approximation-errors (2)
- model-stability (2)
- data-mining (2)
- faster-r-cnn (2)
- scientific-research (2)
- limitations (2)
- experimental-validations (2)
- teleoperation (2)
- challenges (2)
- audio-description (2)
- llm-based-evaluations (2)
- neural-machine-translation (2)
- polyp-detection (2)
- class-activation-mapping (2)
- user-feedback (2)
- signed-distance-functions (2)
- segmentation-accuracy (2)
- text-classification (2)
- empirical-evidence (2)
- llama-31 (2)
- visual-input (2)
- image-features (2)
- time-delay-embedding (2)
- sparse-identification-of-nonlinear-dynamics (2)
- deep-learning-methods (2)
- perception-tasks (2)
- text-to-video-generation (2)
- image-processing (2)
- shapley-values (2)
- privacy-leakage (2)
- differential-privacy (2)
- ordinary-differential-equations (2)
- semantic-alignment (2)
- density-based-spatial-clustering-of-applications-with-noise (2)
- semi-supervised-learning (2)
- detection-method (2)
- label-relations (2)
- semantic-context (2)
- image-synthesis (2)
- cybersecurity (2)
- molecule-generation (2)
- drug-discovery (2)
- nuscenes (2)
- long-video-understanding (2)
- compositional-reasoning (2)
- optimization-framework (2)
- language-generation (2)
- fine-tuning-methods (2)
- membership-inference-attacks (2)
- empirical-study (2)
- latency (2)
- parallelization (2)
- visual-explanations (2)
- model-utility (2)
- healthcare (2)
- long-range-dependencies (2)
- real-world-deployment (2)
- safety-risks (2)
- small-language-models (2)
- temporal-reasoning (2)
- model-agnostic-approach (2)
- convolutional-block-attention-module (2)
- model-size (2)
- text-to-image (2)
- multimodal-dataset (2)
- chaotic-dynamical-systems (2)
- localization (2)
- adversarial-examples (2)
- clustering (2)
- adversarial-robustness (2)
- topic-classification (2)
- generative-artificial-intelligence (2)
- sequential-recommendation (2)
- data-distillation (2)
- comparative-analysis (2)
- mnist (2)
- denoising (2)
- segmentation-performance (2)
- regret-minimization (2)
- human-instructions (2)
- model-training (2)
- flow-field-reconstruction (2)
- variational-autoencoder (2)
- numerical-results (2)
- super-resolution (2)
- distribution-shift (2)
- tiny-language-models (2)
- parameter-initialization (2)
- implicit-bias (2)
- scene-understanding (2)
- 3d-vision (2)
- real-time-processing (2)
- verification (2)
- markov-decision-processes (2)
- rasterization (2)
- view-synthesis (2)
- depth-information (2)
- ms-coco (2)
- visual-features (2)
- bias-mitigation (2)
- differential-diagnosis (2)
- medical-reasoning (2)
- data-efficiency (2)
- obfuscated-code (2)
- indigenous-languages (2)
- summarization (2)
- annotated-dataset (2)
- transformer-based-language-models (2)
- reddit (2)
- geometric-properties (2)
- open-source-tool (2)
- long-short-term-memory (2)
- information-extraction (2)
- fuzzy-logic (2)
- wireless-networks (2)
- evaluation-techniques (2)
- real-time-applications (2)
- riemannian-manifolds (2)
- surrogate-models (2)
- security (2)
- query-efficiency (2)
- gaussian-noise (2)
- bidirectional-long-short-term-memory-network (2)
- memory-requirements (2)
- high-dimensionality (2)
- vocabulary-expansion (2)
- byte-pair-encoding (2)
- tokenization (2)
- ai-development (2)
- state-of-the-art-models (2)
- math-reasoning (2)
- unet-architecture (2)
- probabilistic-forecasts (2)
- communication-overhead (2)
- model-capacity (2)
- translation-quality (2)
- intrusion-detection-systems (2)
- network-slicing (2)
- trajectory-optimization (2)
- time-series-data (2)
- information-loss (2)
- safe-navigation (2)
- object-recognition (2)
- video-object-segmentation (2)
- semantic-gaps (2)
- feature-enhancement (2)
- sparsity (2)
- regularization-terms (2)
- 3d-structure (2)
- prompt-learning (2)
- nlp-tasks (2)
- software-engineering (2)
- security-surveillance (2)
- captioning (2)
- clinical-decision-making (2)
- bioinformatics (2)
- experimental-evaluation (2)
- image-text-understanding (2)
- action-predictions (2)
- industrial-applications (2)
- covariance-matrices (2)
- biomedical-named-entity-recognition (2)
- open-source-models (2)
- spiking-neural-networks (2)
- dynamic-bayesian-network (2)
- text-mining (2)
- materials-science (2)
- gradient-descent (2)
- test-time-compute (2)
- scene-editing (2)
- rgb-images (2)
- ablation-studies (2)
- feedback-mechanism (2)
- segmentation-quality (2)
- performance-optimization (2)
- manifold-hypothesis (2)
- physical-attacks (2)
- deepfake (2)
- digital-attacks (2)
- neural-network-models (2)
- zero-shot-prompting (2)
- few-shot-prompting (2)
- underwater-images (2)
- heart-disease (2)
- feature-alignment (2)
- image-translation (2)
- empirical-analysis (2)
- memory-bandwidth (2)
- ambiguity (2)
- token-efficiency (2)
- statistical-testing (2)
- scaling-laws (2)
- barrier-certificates (2)
- physically-based-rendering (2)
- fine-grained-control (2)
- visual-language-models (2)
- domain-specific-models (2)
- embodied-agents (2)
- skin-cancer (2)
- magnetic-resonance-imaging (2)
- measurement-noise (2)
- multimodal-understanding (2)
- task-difficulty (2)
- regression-models (2)
- contextual-awareness (2)
- transferability (2)
- local-geometry (2)
- knowledge-representation (2)
- data-synthesis (2)
- computational-tractability (2)
- graph-representations (2)
- score-distillation-sampling (2)
- generative-adversarial-networks (2)
- deep-learning-framework (2)
- user-interaction (2)
- inverse-rendering (2)
- predictive-maintenance (2)
- ai-generated-images (2)
- traffic-flow (2)
- urban-environments (2)
- geometric-transformations (2)
- planning (2)
- visual-representations (2)
- healthcare-datasets (2)
- theoretical-guarantees (2)
- echo-state-networks (2)
- sensor-data (2)
- numerical-simulation (2)
- reconstruction-quality (2)
- robotic-grasping (2)
- stability (2)
- future-research (2)
- reliability (2)
- causal-inference (2)
- multi-view-images (2)
- adaptability (2)
- multimodal-capabilities (2)
- state-estimation (2)
- Published on
- Published on
- Published on
- Published on
• SPINTEC, Univ. Grenoble Alpes, CEA, CNRS, Grenoble INP, Grenoble, France