101025
model compression quantization pruning and knowledge distillation, model compression quantization pruning knowledge distillation, model compression, quantization pruning knowledge, ar awq bert c4 ce fp16, model compression quantization
14,986 technical terms and definitions
model compression quantization pruning and knowledge distillation, model compression quantization pruning knowledge distillation, model compression, quantization pruning knowledge, ar awq bert c4 ce fp16, model compression quantization
multi-agent reinforcement learning game-theoretic learning, multi agent reinforcement learning game theoretic learning, multi agent, reinforcement learning game, 2d ai api ctde dqn ii, multi-agent reinforcement learning
retrieval-augmented generation vector search for llms, retrieval augmented generation vector search for llms, retrieval augmented generation vector search llms, retrieval augmented, generation vector search, ai ann beir bge bm25 dpr
physics-informed neural networks neural odes, physics informed neural networks neural odes, physics informed, neural networks neural, 1d 3d cde cifar gpu l2, physics-informed neural networks & neural odes, physics-informed neural networks
speech recognition audio representation learning, speech recognition, audio representation learning, asr cer ctc gpu lium llm, speech recognition & audio representation learning, speech recognition audio, recognition audio representation
in-context learning prompt engineering, in context learning prompt engineering, context learning prompt engineering, context learning, learning prompt, ai ape api bbh big gpt, in-context learning & prompt engineering, in-context learning
generative adversarial networks adversarial generative modeling, generative adversarial, networks adversarial generative, 1d cifar dcgan esrgan fid gan, generative adversarial networks & adversarial generative modeling, adversarial networks
mixture-of-experts sparse model scaling, mixture of experts sparse model scaling, mixture experts sparse model scaling, mixture experts, sparse model scaling, arc gsm8k math mbpp mmlu, mixture-of-experts & sparse model scaling, sparse model
state-space models long-context sequence architectures mamba, state space models long context sequence architectures mamba, state space, models long context, a1 a2 arc cuda dna gpu, state-space models long-context, state-space models
neural radiance fields novel view synthesis, neural radiance, fields novel view, 2d 3d aabb back colmap front, neural radiance fields & novel view synthesis, neural radiance fields, radiance fields novel, novel view synthesis, fields novel
vision transformers masked image modeling, vision transformers, masked image modeling, 1d 2d 300m bert clip coco, vision transformers & masked image modeling, vision transformers masked, transformers masked image, transformers masked
direct preference optimization llm alignment, direct preference, optimization llm alignment, 1d ai dpo gpt hh higher, direct preference optimization & llm alignment, direct preference optimization, preference optimization llm, llm alignment
speculative decoding kv-cache optimization, speculative decoding kv cache optimization, speculative decoding, kv cache optimization, gb gpu gqa kv llm mha, speculative decoding & kv-cache optimization, speculative decoding kv-cache
equivariant neural networks geometric deep learning, equivariant neural, networks geometric deep, 2d 3d casp cnn egnn fails, equivariant neural networks & geometric deep learning, equivariant neural networks, neural networks geometric
world models model-based reinforcement learning, world models model based reinforcement learning, world models model reinforcement learning, world models, model reinforcement learning, 2d cem combo cpu dmc dqn, world models model-based
chain-of-thought reasoning test-time compute scaling, chain of thought reasoning test time compute scaling, chain thought reasoning test time compute scaling, chain thought, reasoning test time, 32l agi ai aime api arc, reasoning test-time
neural scaling laws emergent abilities, neural scaling, laws emergent abilities, 6n 6nd bfgs big bnsl gpt, neural scaling laws & emergent abilities, neural scaling laws, scaling laws emergent, scaling laws, laws emergent, emergent abilities
vector databases approximate nearest neighbor search, vector databases, approximate nearest neighbor, ann bm25 deep1b faiss gist1m gpu, vector databases & approximate nearest neighbor search, vector databases approximate, nearest neighbor
llm hallucination detection mitigation, llm hallucination, hallucination detection, ai api dpo frank llm nli, llm hallucination detection & mitigation, llm hallucination detection, hallucination detection mitigation, detection mitigation
llm jailbreaking red-teaming adversarial prompting defenses, llm jailbreaking red teaming adversarial prompting defenses, llm jailbreaking, red teaming adversarial, ai api asr dan dpo gcg, llm jailbreaking red-teaming, adversarial prompting
model editing knowledge editing in large language models, model editing knowledge editing large language models, model editing, knowledge editing large, ceo llm memit mend mlp peft, model editing & knowledge editing in large language models
model merging task arithmetic combining fine-tuned models without retraining, model merging task arithmetic combining fine tuned models without retraining, model merging, task arithmetic combining, cpu dare glue gpu slerp ties, merging task
llm evaluation benchmarking contamination measuring progress reliably, llm evaluation, benchmarking contamination measuring, ci equal gsm8k helm irt llm, llm evaluation benchmarking & contamination measuring progress reliably
differential privacy in machine learning formal guarantees for data-driven models, differential privacy in machine learning formal guarantees for data driven models, differential privacy machine learning formal guarantees data driven models
multi-armed bandits contextual bandits sequential decision-making under uncertainty, multi armed bandits contextual bandits sequential decision making under uncertainty, multi armed, bandits contextual bandits, exp3 kt rl ucb ucb1
hidden markov models viterbi baum-welch sequential inference, hidden markov models viterbi baum welch sequential inference, hidden markov, models viterbi baum, 1m crf dna dp em f1, hidden markov models, markov models viterbi, markov models
naive bayes probabilistic generative classification, naive bayes, probabilistic generative classification, em f1 ml nb nlp passed, naive bayes probabilistic, bayes probabilistic generative, bayes probabilistic, probabilistic generative
transfer learning domain adaptation knowledge transfer, transfer learning, domain adaptation knowledge, asr bert bleu cifar ct ewc, transfer learning domain adaptation & knowledge transfer, transfer learning domain, learning domain
gaussian mixture models probabilistic clustering soft assignment, gaussian mixture, models probabilistic clustering, aic ari asr bic em gmm, gaussian mixture models probabilistic clustering & soft assignment, gaussian mixture models
recurrent neural networks lstm gru for sequence modeling, recurrent neural networks lstm gru sequence modeling, recurrent neural, networks lstm gru, bptt gru lstm passed, recurrent neural networks lstm & gru for sequence modeling, lstm gru
convolutional neural networks image processing feature extraction, convolutional neural, networks image processing, 100k 2m 60k cifar cnn ct, convolutional neural networks image processing & feature extraction, convolutional neural networks
attention mechanisms transformers self-attention parallelization, attention mechanisms transformers self attention parallelization, attention mechanisms, transformers self attention, bert glue gpt nlp passed qk, mechanisms transformers
time series analysis arima forecasting, time series, analysis arima forecasting, acf adf aic ar arima arimax, time series analysis arima & forecasting, time series analysis, series analysis arima, series analysis, analysis arima
model calibration probability estimation confidence adjustment, model calibration, probability estimation confidence, ece passed svc svm, model calibration probability estimation & confidence adjustment, model calibration probability
generative adversarial networks gan architecture adversarial training, generative adversarial, networks gan architecture, cifar cnn fid gan is mnist, generative adversarial networks gan architecture & adversarial training, networks gan
variational autoencoders vae probabilistic generative model, variational autoencoders, vae probabilistic generative, ali cnn elbo kl m1 m2, variational autoencoders vae, autoencoders vae probabilistic, probabilistic generative model
graph neural networks gnn message passing node classification, graph neural, networks gnn message, 2d f1 gat gcn gnn lstm, graph neural networks gnn message passing & node classification, graph neural networks, neural networks gnn
survival analysis censoring kaplan-meier estimator cox model, survival analysis censoring kaplan meier estimator cox model, survival analysis, censoring kaplan meier, bfgs ci e1 fda hr o1, survival analysis censoring, estimator cox model
time series forecasting lstm sequence models temporal dynamics, time series, forecasting lstm sequence, 100k arima gru lstm m4 mape, time series forecasting lstm sequence models & temporal dynamics, time series forecasting, forecasting lstm
meta-learning model-agnostic meta-learning maml fast adaptation, meta learning model agnostic meta learning maml fast adaptation, meta learning, model agnostic meta, lr maml nlp passed rl rl2, meta-learning model-agnostic meta-learning
causal inference treatment effect estimation confounding, causal inference, treatment effect estimation, aipw ate hte ihdp ipw iv, causal inference treatment effect estimation & confounding, causal inference treatment, inference treatment
neural architecture search nas automl, neural architecture, search nas automl, cifar dag darts enas gpu nas, neural architecture search nas & automl, neural architecture search, architecture search nas, architecture search, search nas
explainability interpretability shap lime model explanations, explainability interpretability, shap lime model, ale gpu lime passed pd pdp, explainability & interpretability shap & lime model explanations, interpretability shap lime
supervised contrastive learning class-level positive pairs, supervised contrastive learning class level positive pairs, supervised contrastive, learning class level, cifar nt passed, supervised contrastive learning, contrastive learning
federated learning distributed privacy-preserving training, federated learning distributed privacy preserving training, federated learning, distributed privacy preserving, cifar dp gdpr hipaa iid mb, federated learning distributed
differential privacy privacy-preserving machine learning, differential privacy privacy preserving machine learning, differential privacy, privacy preserving machine, cifar dp l2 mnist passed sgd, differential privacy privacy-preserving
adversarial robustness adversarial training defense, adversarial robustness, adversarial training defense, cifar fgsm l2 passed pgd, adversarial robustness adversarial training & defense, adversarial robustness adversarial, training defense
transformer architecture attention is all you need, transformer architecture, attention is all, bert bleu coco em ffn gpt, transformer architecture attention, architecture attention is, is all you, all you need, architecture attention
vision transformers vit image classification via transformers, vision transformers vit image classification transformers, vision transformers, vit image classification, 1k cifar clip cls mlp passed, vision transformers vit, transformers vit
lstm recurrent networks sequential modeling, lstm recurrent, networks sequential modeling, bptt cifg crf lstm mnist passed, lstm & recurrent networks sequential modeling, lstm recurrent networks, recurrent networks sequential